instruction,input,response
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 12.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 142.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 119.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 141.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 114.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 50.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 10.0, Admission grade 128.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.3, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.345, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 113.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 62.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 123.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 130.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.21428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.21428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 130.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 111.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 137.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 120.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 137.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.30625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.545, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 136.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 124.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 120.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 4.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 121.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.4375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.425, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 125.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 114.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 123.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.29666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.11428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 157.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 116.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 131.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 10.0, Admission grade 118.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.93333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.71666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 5.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 42.0, Father's qualification 3.0, Mother's occupation 125.0, Father's occupation 124.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 138.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 134.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 131.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 33.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 102.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 10.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 128.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 122.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 55.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 113.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 6.0, Mother's qualification 4.0, Father's qualification 4.0, Mother's occupation 3.0, Father's occupation 6.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 121.1, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 120.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 103.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 100.6, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.928, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.34285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 121.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 109.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 134.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 132.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.51666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.77142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 133.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 113.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 121.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 121.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 167.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 159.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 129.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.04444444, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.595, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 155.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 12.9, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 10.0, Admission grade 139.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.935, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.935, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 115.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 114.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.13333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.22142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 131.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 126.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 130.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 120.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 126.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.9, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 128.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 120.1, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 10.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 134.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 8.0, Father's occupation 4.0, Admission grade 130.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.975, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 135.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 111.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 115.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 106.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 106.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 120.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.84285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.05555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 117.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 2.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 155.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 1.0, Curricular units 1st sem (evaluations) 1.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 4.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 180.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 7.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 13.3, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 125.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 161.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.08, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.08, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 0.0, Admission grade 117.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 112.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 100.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 105.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 10.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 115.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 114.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 11.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 26.0, Mother's qualification 38.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 137.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 124.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 120.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.47777778, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 134.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 111.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.96, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 5.0, Admission grade 113.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 13.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 18.0, Curricular units 1st sem (grade) 14.63157895, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 10.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 14.23076923, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 117.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 122.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.27272727, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 118.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 106.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 4.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 108.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.26666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.3, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 107.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 7.0, Admission grade 136.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 115.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 139.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 158.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 157.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 131.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.51666667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.51666667, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.61666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 140.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 113.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 137.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.14285714, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 121.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 131.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 118.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 122.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 121.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 117.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.1, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.77777778, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 145.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 39.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 122.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 8.0, Father's occupation 9.0, Admission grade 128.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.46714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.01111111, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 124.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.2375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.74285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 120.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 131.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 133.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 109.3, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 113.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 153.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 141.0, Father's occupation 175.0, Admission grade 157.9, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 112.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.188, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.89285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 178.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 174.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 17.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 17.5875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 110.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 99.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 99.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 12.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 121.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 131.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.605, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.33125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 119.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 117.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 128.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 131.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.86333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.17857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 37.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 121.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 123.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 6.0, Admission grade 124.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 37.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 108.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 138.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 127.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 123.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 6.0, Father's occupation 8.0, Admission grade 122.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 118.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 123.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.85555556, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.76111111, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.91875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.355, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 12.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 123.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 124.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 126.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 3.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 170.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 1.0, Curricular units 1st sem (evaluations) 1.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 121.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 2.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.25714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.25714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 117.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 108.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.45714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.5625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 132.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.68333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.68333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 2.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 148.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 122.6, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 102.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 113.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.95, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.95, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 133.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.35, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.58333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 128.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 19.0, Curricular units 1st sem (enrolled) 21.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 21.0, Curricular units 1st sem (grade) 12.61904762, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 13.0, Curricular units 2nd sem (enrolled) 19.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 19.0, Curricular units 2nd sem (grade) 12.78947368, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 104.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 122.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 135.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 119.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 126.6, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 129.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.05, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.05, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 162.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 163.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 121.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 3.0, Admission grade 122.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 118.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 134.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 129.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.24285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.24285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 40.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 152.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 122.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.93375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.93375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 8.0, Admission grade 131.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 175.0, Father's occupation 121.0, Admission grade 105.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 3.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.81666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 3.0, Curricular units 2nd sem (evaluations) 3.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 132.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 0.0, Admission grade 127.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 129.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.32428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.32428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 126.7, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 116.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 119.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.91428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.91428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 155.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 4.0, Admission grade 149.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 8.0, Father's occupation 7.0, Admission grade 115.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 124.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 4.0, Admission grade 128.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.64285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.64285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 136.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.91666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.91666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 126.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 145.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.3125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 115.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 8.0, Father's occupation 7.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 6.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 102.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 1.0, Father's occupation 3.0, Admission grade 131.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 147.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 4.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 122.5, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 117.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.85, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.19285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 127.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.74166667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.9125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 43.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 40.0, Father's qualification 5.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 4.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 133.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 97.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 112.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 123.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 130.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 133.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 141.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 119.7, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 119.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.47142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.4625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 155.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 17.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 12.90909091, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 9.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 13.55555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 119.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 122.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 117.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.9, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 12.36363636, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.22, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.22, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 6.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.15142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.15142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 116.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 123.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 127.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 9.0, Father's qualification 19.0, Mother's occupation 90.0, Father's occupation 6.0, Admission grade 103.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 123.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 124.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 99.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 16.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 40.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 124.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 118.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 1.0, Admission grade 118.8, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 137.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 99.0, Father's occupation 99.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 122.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 121.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 3.0, Admission grade 149.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.82857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.82857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 133.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.67142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.67142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 113.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 117.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 136.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.67, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.55, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 144.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 139.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.68571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.3875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 113.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 0.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.55555556, Curricular units 1st sem (without evaluations) 4.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 142.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.79714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.775, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 119.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.00375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.81285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 39.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 143.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 51.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 8.0, Father's occupation 4.0, Admission grade 100.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 119.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 122.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 37.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 113.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 15.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 1.0, Mother's occupation 90.0, Father's occupation 2.0, Admission grade 101.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 111.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.385, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.385, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 124.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 191.0, Father's occupation 144.0, Admission grade 116.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 6.0, Admission grade 135.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 121.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.72571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.72571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 118.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 125.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 107.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.1375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 125.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.86, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.86, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 127.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 113.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 154.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.11666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 16.16888889, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 122.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 11.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 128.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 115.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 117.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 11.0, Father's qualification 11.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 155.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 116.1, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 118.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 127.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 113.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 118.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 153.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 146.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 16.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 16.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 6.0, Admission grade 124.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.54285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.88181818, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 41.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 137.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.69428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.35555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 130.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 147.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.75714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.08333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 3.0, Curricular units 1st sem (evaluations) 3.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.05857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.05857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 1.0, Admission grade 155.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.3, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.05555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 117.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 5.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 128.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.33333333, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 117.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 6.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 130.9, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 125.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 136.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 121.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 151.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 107.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 103.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 119.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 134.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 143.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 41.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 132.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.39125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.39125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 114.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 156.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 9.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 166.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 3.0, Father's occupation 1.0, Admission grade 125.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 188.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 178.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 117.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 2.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.1, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 135.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 10.0, Curricular units 1st sem (enrolled) 16.0, Curricular units 1st sem (evaluations) 24.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 10.69230769, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 9.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 12.30769231, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 136.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 116.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 96.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 116.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 134.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 124.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 134.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 120.7, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 127.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 133.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.58571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.44285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 8.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 8.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 43.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 39.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 172.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 128.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 128.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 112.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 142.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 133.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.98, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.98, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 106.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.15384615, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 125.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.03333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.03333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 131.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 191.0, Father's occupation 195.0, Admission grade 112.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 124.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.41428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.41428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 39.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 140.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 50.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 13.54545455, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 148.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 161.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 148.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 141.0, Father's occupation 192.0, Admission grade 129.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 51.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 104.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 42.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 11.9, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 141.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.13571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.2875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 116.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.74, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.97857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 8.0, Father's occupation 8.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 121.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 117.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 140.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.55555556, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.11111111, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 129.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 145.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 146.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 10.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 11.27272727, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 122.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 156.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 140.0, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.14, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 30.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 128.4, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 115.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 166.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 158.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 124.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.86, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.86, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 111.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 11.72727273, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 114.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 96.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 4.0, Admission grade 96.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 128.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 121.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 114.8, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 131.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.73142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.73142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 137.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 13.61538462, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 14.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 40.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 139.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 129.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 120.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.65428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.65428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 135.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.40142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.40142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 118.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.5875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.07142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 40.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 127.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 137.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.23076923, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 97.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 127.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 126.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.90142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.09444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 131.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.25375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.25375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 2.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 112.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.78571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.1, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 150.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.91666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.91666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 121.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 2.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 112.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 3.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 129.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 4.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 114.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.08285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.08285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 8.0, Admission grade 114.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 90.0, Father's occupation 3.0, Admission grade 127.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 124.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 130.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.81428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.81428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 118.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 118.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 9.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 133.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.3, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.3, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 4.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 2.0, Curricular units 1st sem (evaluations) 2.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 4.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 120.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 132.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.3, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.3, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 120.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.69428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.69428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 114.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 116.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 127.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.4125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 16.05, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 129.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.92875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.0625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 118.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 114.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 114.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.40285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.40285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 123.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.38142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.38142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 122.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.13125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.98375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 123.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.71428571, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 132.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 99.0, Father's occupation 99.0, Admission grade 114.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 122.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 152.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 13.84615385, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 14.09090909, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 120.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 155.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 16.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 124.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 13.81818182, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 13.45454545, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 126.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 153.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 129.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 135.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 11.44444444, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 131.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 6.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 125.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 15.0, Curricular units 1st sem (enrolled) 16.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 16.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 13.26666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 141.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.31, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.31, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 117.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.57142857, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.48714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.48714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 120.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 10.0, Admission grade 128.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.96666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.96666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 9.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 116.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 104.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 2.0, Curricular units 1st sem (evaluations) 2.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 113.2, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.98, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.225, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 191.0, Father's occupation 175.0, Admission grade 118.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 123.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.61428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.0375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 126.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.31428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.31428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 133.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 102.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 100.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.76666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.12857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 132.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 106.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 140.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 128.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.70625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.4775, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 118.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.81428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.54285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 8.0, Admission grade 123.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 124.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 121.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 101.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 101.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 116.9, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 3.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 5.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 130.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 118.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 131.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.77125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.77125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 132.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 132.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.72142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.72142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 151.0, Father's occupation 161.0, Admission grade 143.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.525, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 33.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 152.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 133.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 5.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 146.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 115.2, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 120.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 99.0, Father's occupation 99.0, Admission grade 101.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 121.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 18.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 120.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 4.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 18.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 120.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 148.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 50.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 123.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 48.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 112.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 126.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.61, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.61, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 115.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 26.0, Mother's qualification 3.0, Father's qualification 37.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 132.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 103.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 180.0, Nacionality 103.0, Mother's qualification 5.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 183.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 136.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 100.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 114.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.3, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 137.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 116.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 121.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 2.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.69, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.69, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 6.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 12.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 116.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.52857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.01818182, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 118.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 144.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.95714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.18888889, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 121.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 121.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 146.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 138.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 138.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.49666667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.49666667, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 116.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 122.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 115.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 12.0, Mother's occupation 1.0, Father's occupation 10.0, Admission grade 115.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 11.77777778, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 119.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 95.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 14.0, Curricular units 1st sem (grade) 12.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 4.0, Admission grade 117.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 161.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 144.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 39.0, Father's qualification 39.0, Mother's occupation 194.0, Father's occupation 193.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 128.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.5075, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.5075, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 141.0, Father's occupation 151.0, Admission grade 135.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 12.09090909, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 143.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 140.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 6.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 118.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 3.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 3.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 36.0, Mother's occupation 0.0, Father's occupation 5.0, Admission grade 118.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 8.0, Father's occupation 8.0, Admission grade 117.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.6, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 106.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 116.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 4.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 12.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 109.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 9.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 4.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 137.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.82857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.82857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 172.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 120.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 136.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 5.0, Mother's occupation 0.0, Father's occupation 1.0, Admission grade 118.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 133.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.5375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.61428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 8.0, Father's occupation 7.0, Admission grade 128.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 133.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 102.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 102.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 133.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 127.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 120.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 124.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 123.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.1625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.825, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 117.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.55555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 126.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.45, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.7, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 155.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 134.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 113.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 141.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 10.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 11.45454545, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 9.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 11.54545455, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 12.0, Mother's occupation 7.0, Father's occupation 0.0, Admission grade 111.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 4.0, Admission grade 134.3, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.77777778, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 12.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 22.0, Curricular units 1st sem (approved) 18.0, Curricular units 1st sem (grade) 11.88888889, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 11.46153846, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 119.6, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 170.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 16.88571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.74444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 150.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 8.0, Admission grade 128.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.05555556, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.8125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 9.0, Father's qualification 1.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 108.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 121.6, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 125.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.35571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.35571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 194.0, Father's occupation 193.0, Admission grade 117.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 5.0, Admission grade 124.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.98, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.98, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 191.0, Father's occupation 182.0, Admission grade 106.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 139.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 110.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 118.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 117.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.35714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.35714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 105.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 129.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 130.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.84714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.78888889, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.34, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.01875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 105.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 114.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 114.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 131.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.73125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.73125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 109.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 132.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 10.88888889, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 106.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 109.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.025, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.81111111, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 115.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 131.6, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.04285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.04285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 109.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 136.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.8375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 191.0, Father's occupation 193.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.7, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 132.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 112.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 134.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.62857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.62857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 123.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 117.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 129.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 0.0, Admission grade 158.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 6.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 116.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 121.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 133.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.26875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.26875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 108.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 115.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 131.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 121.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 152.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 110.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.22857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.2125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 1.0, Admission grade 113.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 0.0, Admission grade 144.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 143.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 5.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.61428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.61428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 9.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 115.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 114.9, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 121.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 112.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 14.0, Curricular units 1st sem (enrolled) 16.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 10.92307692, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 13.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 11.45454545, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 127.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 180.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 180.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 194.0, Father's occupation 193.0, Admission grade 117.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.70833333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 115.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 136.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 129.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.3625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.44444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 13.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 137.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 129.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 129.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 12.81818182, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 13.54545455, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 130.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 134.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 12.0, Curricular units 1st sem (enrolled) 17.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 17.0, Curricular units 1st sem (grade) 13.39473684, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 17.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 17.0, Curricular units 2nd sem (grade) 13.55473684, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 138.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 90.0, Father's occupation 7.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 13.44444444, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 123.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.7375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 116.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 110.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 142.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 155.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 126.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 163.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 50.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 41.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 161.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 41.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 41.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 137.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 23.0, International 1.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 4.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 166.6, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.4, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 103.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 49.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 11.22222222, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 46.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 1.0, Father's occupation 9.0, Admission grade 137.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 3.0, Curricular units 1st sem (evaluations) 3.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 2.0, Curricular units 2nd sem (evaluations) 2.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 128.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.8375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.48125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 3.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 170.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 116.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 70.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 100.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 48.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 136.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 18.0, Curricular units 1st sem (enrolled) 19.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 19.0, Curricular units 1st sem (grade) 12.68421053, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 12.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 12.38461538, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 33.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 41.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 157.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 15.5, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 152.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 165.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 162.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 137.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 146.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 17.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 17.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 2.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 21.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 128.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 49.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 4.0, Previous qualification (grade) 190.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 5.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 190.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 1.0, Curricular units 2nd sem (evaluations) 1.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 133.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 13.11111111, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 138.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 144.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 60.0, International 0.0, Curricular units 1st sem (credited) 17.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 18.0, Curricular units 1st sem (grade) 14.11111111, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 14.23076923, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 148.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 14.72727273, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 15.77777778, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 11.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 96.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 50.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 121.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 110.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 129.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.10571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.10571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 161.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 11.84615385, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 9.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 9.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 36.0, Mother's occupation 0.0, Father's occupation 90.0, Admission grade 107.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 170.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 53.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 42.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 6.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 17.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 8.0, Father's occupation 10.0, Admission grade 138.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 33.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 113.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 156.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 170.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 5.0, Admission grade 115.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 3.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 26.0, Mother's occupation 90.0, Father's occupation 10.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 4.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 51.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 16.575, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 5.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 126.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 143.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 41.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 131.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 133.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.3, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 124.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 7.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 115.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 116.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 123.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 146.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 11.18181818, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 158.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 8.0, Father's occupation 8.0, Admission grade 117.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 113.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 128.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 132.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 123.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 52.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 156.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 25.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 117.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 1.0, Curricular units 1st sem (credited) 13.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 45.0, Curricular units 1st sem (approved) 18.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 12.0, Curricular units 2nd sem (credited) 10.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 26.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 11.42857143, Curricular units 2nd sem (without evaluations) 6.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 6.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 90.0, Father's occupation 3.0, Admission grade 107.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 128.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.47142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.94444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 123.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 123.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.105, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.105, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 137.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 138.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 2.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 126.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 10.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 24.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 10.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 21.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 11.36363636, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 112.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 109.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 46.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 11.375, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 16.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 18.0, Curricular units 1st sem (grade) 12.22222222, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 9.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 12.38461538, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 5.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 10.0, Admission grade 144.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 3.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 21.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 192.0, Father's occupation 3.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 40.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 44.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 154.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 12.0, Curricular units 1st sem (enrolled) 16.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 16.0, Curricular units 1st sem (grade) 14.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 111.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 40.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 162.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 54.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 134.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 133.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 119.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 131.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.41142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.29444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 129.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 123.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 162.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 162.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 131.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 12.7, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 132.0, Father's occupation 132.0, Admission grade 110.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 117.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 137.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 106.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 8.0, Admission grade 156.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.668, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.63375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 3.0, Admission grade 129.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.345, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.345, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 34.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 115.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 153.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 2.0, Admission grade 146.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 132.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.53714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.53714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 5.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 90.0, Admission grade 159.1, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 137.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 149.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 40.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 129.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 116.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 133.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 144.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 13.22222222, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 133.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.08714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.95, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 137.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 40.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 118.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 113.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 113.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 146.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 141.3, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 129.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 121.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 109.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 107.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.14571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.62777778, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 162.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 4.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 154.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.45, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.14444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 147.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 130.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 120.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 125.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.46285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.16428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 90.0, Admission grade 121.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 151.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 6.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 131.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 106.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 111.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 117.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 121.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 126.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 137.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 120.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 39.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 128.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 9.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 118.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 6.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 1.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 5.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 46.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 121.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 125.4, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 152.0, Father's occupation 193.0, Admission grade 126.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.41428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 114.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 108.0, Nacionality 41.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 107.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 115.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 34.0, Mother's occupation 3.0, Father's occupation 0.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 4.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 134.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.01666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.01666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 34.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 133.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 129.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 194.0, Father's occupation 131.0, Admission grade 128.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 113.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 129.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.91428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.10625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 126.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.76111111, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.82375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 5.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 112.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 164.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 149.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.84285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.84285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 120.4, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 39.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 128.1, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 141.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 5.0, Application order 4.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 113.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 108.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 38.0, Mother's occupation 0.0, Father's occupation 3.0, Admission grade 105.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 122.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 119.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 122.9, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 160.0, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 125.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.68285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.05555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 143.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 3.0, Curricular units 1st sem (evaluations) 3.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 96.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 126.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 163.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 143.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 191.0, Father's occupation 193.0, Admission grade 114.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 18.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 113.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 11.46153846, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 11.58333333, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 131.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.58333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 194.0, Father's occupation 194.0, Admission grade 143.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.24444444, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.23333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 115.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 10.0, Admission grade 121.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 129.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 151.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 119.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 6.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 122.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 6.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 14.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 129.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 112.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 53.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 136.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.01428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.35, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 133.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 159.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 151.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 175.0, Father's occupation 193.0, Admission grade 133.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 12.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 45.0, Curricular units 1st sem (approved) 18.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 10.0, Curricular units 2nd sem (credited) 9.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 27.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 12.46153846, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 44.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 125.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 124.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.54545455, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 113.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 124.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 107.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.8875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.8875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 138.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.95, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.95, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 114.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.09428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.55, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 116.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 6.0, Admission grade 128.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 10.0, Admission grade 134.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 146.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 135.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 138.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 42.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 135.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 26.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 111.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 9.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 8.0, Father's occupation 10.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 6.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 114.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 131.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 97.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 131.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 133.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.7, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.7, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 20.0, Mother's occupation 4.0, Father's occupation 90.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 8.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 191.0, Father's occupation 163.0, Admission grade 129.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 137.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 4.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 122.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 108.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.11111111, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 121.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.70571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.70571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 140.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 114.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 131.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 7.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 105.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 122.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 16.075, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 113.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 156.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 151.1, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 5.0, Mother's occupation 0.0, Father's occupation 2.0, Admission grade 125.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 135.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 61.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 10.0, Admission grade 129.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 108.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 90.0, Admission grade 125.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 116.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 137.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 14.0, Father's qualification 11.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 128.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 4.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 106.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 10.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 15.0, Curricular units 1st sem (grade) 13.46666667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 10.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 14.0, Curricular units 2nd sem (grade) 13.64285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 126.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 141.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 113.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 130.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 58.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 134.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 49.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 114.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 42.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 3.0, Admission grade 123.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 118.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 2.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 16.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 15.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 151.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 48.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 116.9, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 106.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 192.0, Father's occupation 144.0, Admission grade 127.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 155.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 101.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 11.9, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 6.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 35.0, Father's qualification 35.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 128.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 113.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 122.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 145.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 116.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 142.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 4.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 0.0, Admission grade 133.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 2.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 115.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 128.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.72857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 16.32727273, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 137.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 149.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 147.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 191.0, Father's occupation 192.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 103.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 134.0, Father's occupation 135.0, Admission grade 107.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.46, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.55, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 6.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 6.0, Father's occupation 4.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 109.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 143.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 124.3, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 163.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 175.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 116.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 126.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 17.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 130.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 133.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.22857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 15.22857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 136.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.77777778, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 13.22222222, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 165.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 142.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 114.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 122.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.128, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.19333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 117.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.605, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.4125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 152.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 122.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 102.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 191.0, Father's occupation 143.0, Admission grade 101.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 119.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 121.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 13.18181818, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.90909091, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 99.0, Admission grade 106.1, Displaced 1.0, Educational special needs 1.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 124.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 124.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.98125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.98125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 117.4, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 117.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 41.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 112.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.68, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.68, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 191.0, Father's occupation 171.0, Admission grade 105.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 90.0, Admission grade 124.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 30.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 90.0, Admission grade 122.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 129.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.175, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.31428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.31428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 126.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 115.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 8.0, Father's occupation 8.0, Admission grade 138.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 121.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 118.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 119.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 164.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 2.0, Curricular units 1st sem (evaluations) 2.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 121.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 120.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.4, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 117.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.79142857, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.79142857, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 43.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 11.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.99444444, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.43142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 116.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 40.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 175.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 157.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 136.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.1, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.1, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 121.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.39666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.94285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 133.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.01428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 16.0875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 136.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 133.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.05, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.1, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.85, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 132.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.7875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.8625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 117.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.7, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.67142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 126.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.49571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.24285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 1.0, Father's occupation 7.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.56666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.56666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 5.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 116.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.68571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.68571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 128.3, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 117.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 11.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 131.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 134.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.445, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.445, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 163.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 146.6, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 40.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 127.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.41666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.41666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 123.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.1, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.8125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 114.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 123.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 8.0, Father's occupation 8.0, Admission grade 144.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 142.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 90.0, Admission grade 161.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 135.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 110.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 2.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 11.72727273, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 8.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 158.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 138.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 117.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 106.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.53333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.61428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 0.0, Admission grade 120.1, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 116.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 153.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 139.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 123.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.71428571, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 116.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 122.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 132.0, Father's occupation 103.0, Admission grade 146.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 0.0, Admission grade 108.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 133.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 123.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 0.0, Father's occupation 7.0, Admission grade 126.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 121.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.30857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.55, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 114.9, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 106.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 133.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 4.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 124.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 1.0, Father's occupation 9.0, Admission grade 128.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.07125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.07125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 6.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.25, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 121.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 2.0, Curricular units 2nd sem (evaluations) 2.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 113.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.16666667, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 10.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 0.0, Father's occupation 5.0, Admission grade 120.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 123.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.90142857, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.90142857, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 8.0, Father's occupation 8.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.65, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.44555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 42.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 36.0, Mother's occupation 90.0, Father's occupation 7.0, Admission grade 134.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 6.0, Father's occupation 7.0, Admission grade 115.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.13571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.32857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 106.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.62, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 136.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.76666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.05142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 119.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.11625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.11625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 1.0, Father's occupation 9.0, Admission grade 152.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 144.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.7, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 159.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 21.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.7, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 129.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 15.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 16.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 105.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 136.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.35555556, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.49375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 139.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 133.8, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 37.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 184.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 17.00555556, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 16.58222222, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 138.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 17.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 133.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.11428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.11428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 141.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.05875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.05875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 194.0, Father's occupation 171.0, Admission grade 131.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 145.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.07142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.1625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 114.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 108.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 131.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.29714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.29714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 147.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.92307692, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 125.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.37, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 123.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 130.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 154.1, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 107.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 11.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 103.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 132.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 0.0, Admission grade 115.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 133.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.48571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.48571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 118.5, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 150.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 107.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 14.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 127.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.94, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.76, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 120.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.25857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.25857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 10.0, Father's occupation 10.0, Admission grade 117.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 120.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 118.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 41.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 130.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 112.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 117.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.6375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 131.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.65285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.65285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 97.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.7, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 40.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 148.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 13.72727273, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 103.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 127.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 124.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 121.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 118.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 121.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.07, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 15.07, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 119.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 115.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 126.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 101.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 168.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.5125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 6.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 108.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.60625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.9, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 138.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 192.0, Father's occupation 192.0, Admission grade 96.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.59833333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.93333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 12.7, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 12.96818182, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 132.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 120.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 132.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 2.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 4.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 124.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.04142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.04142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 142.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 6.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 12.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 13.76923077, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 9.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 14.58333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 144.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 13.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 20.0, Curricular units 1st sem (approved) 18.0, Curricular units 1st sem (grade) 15.44444444, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 15.30769231, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 128.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 2.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 3.0, Curricular units 1st sem (evaluations) 3.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 113.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 137.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 161.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 152.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 112.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 101.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 14.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 194.0, Father's occupation 163.0, Admission grade 112.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 114.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 1.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 34.0, Mother's occupation 90.0, Father's occupation 0.0, Admission grade 121.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.9, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 0.0, Father's occupation 5.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.7, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 7.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 7.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 113.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.63, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.63, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 117.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 121.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.53333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.22857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 176.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 169.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 16.9, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 16.37777778, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 117.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 6.0, Admission grade 121.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 128.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.76428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.76428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 132.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 39.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 134.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 123.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.60428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.68333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 39.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 121.7, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 5.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 126.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.57625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.57625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 153.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 159.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 9.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 151.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 138.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 126.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.76375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.76375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 112.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.35714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.35714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 115.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 131.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.92571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.92571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 4.0, Admission grade 125.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 126.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.44285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.74444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 132.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 16.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 95.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 4.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 159.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 116.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 117.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 6.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 118.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 158.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 39.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 153.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 127.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 118.8, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 126.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 1.0, Admission grade 170.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 5.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.75, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 115.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 119.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.67777778, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 121.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 133.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 131.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 135.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 3.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 125.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.78571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.78571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.42375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.42375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 121.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.46428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.46428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 191.0, Father's occupation 193.0, Admission grade 135.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 113.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 132.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 51.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 120.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 40.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 123.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 119.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 12.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 116.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 113.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 11.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 133.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 115.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.02428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.02428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 116.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 168.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 171.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 17.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 18.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 119.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 121.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 132.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 36.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 126.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 105.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.77142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 117.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 11.0, Mother's qualification 4.0, Father's qualification 12.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 119.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 17.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 168.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 41.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 153.9, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 107.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 132.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.38, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 127.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.42857143, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 123.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 122.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 114.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 10.0, Admission grade 111.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 12.1, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 133.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 8.0, Father's occupation 8.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 14.38461538, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 13.3, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 132.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 126.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.31428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.31428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.98857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.98857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 143.0, Father's occupation 172.0, Admission grade 133.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 11.54545455, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.88888889, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 126.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.46153846, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 138.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 39.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 129.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.65, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.41111111, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 118.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 129.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.37, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.65, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 113.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 38.0, Mother's occupation 0.0, Father's occupation 8.0, Admission grade 128.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 121.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 129.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 194.0, Father's occupation 103.0, Admission grade 115.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.76375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.76375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 117.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 118.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 139.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 101.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 98.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 38.0, Mother's occupation 0.0, Father's occupation 7.0, Admission grade 137.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 113.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.69625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.62222222, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 113.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 128.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.85555556, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.9125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 142.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.7, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.99444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 3.0, Admission grade 137.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 107.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 103.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 123.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 126.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 121.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.68571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 142.8, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 119.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 9.0, Admission grade 121.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 139.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 113.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 124.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 123.8, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 120.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 120.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.04, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 8.0, Father's occupation 9.0, Admission grade 144.9, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 139.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 133.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.65714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 15.65714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 133.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 127.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 108.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 105.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 12.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 124.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 102.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 97.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 134.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 113.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 123.0, Father's occupation 152.0, Admission grade 116.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.33142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.33142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.3, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 117.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 154.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 141.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.7, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.7, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 9.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 6.0, Father's qualification 22.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 133.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 13.45454545, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 3.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 114.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 38.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 95.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.02857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 15.02857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 111.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 128.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 1.0, Admission grade 111.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 122.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 134.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 131.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 7.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 125.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 106.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.58333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 14.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 18.0, Curricular units 1st sem (grade) 11.42105263, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 10.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 11.07692308, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 134.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.35, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.35, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 112.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 1.0, Father's occupation 9.0, Admission grade 116.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 119.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 13.0, Mother's occupation 4.0, Father's occupation 90.0, Admission grade 117.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 112.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.6, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 131.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.88125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.88125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 130.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 134.9, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 127.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 191.0, Father's occupation 175.0, Admission grade 110.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 108.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 138.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 147.7, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 13.77777778, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.22857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 142.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 138.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 125.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 90.0, Admission grade 141.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 130.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.15, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.06875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 22.0, Mother's qualification 2.0, Father's qualification 37.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 119.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.34285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.34285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 11.0, Father's qualification 34.0, Mother's occupation 5.0, Father's occupation 0.0, Admission grade 122.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 135.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 58.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 22.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 1.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 11.7, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 127.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.45714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.5125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 122.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 90.0, Father's occupation 7.0, Admission grade 115.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 121.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 116.4, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 123.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 125.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 118.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 134.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 6.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 37.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 133.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 3.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 133.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 117.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 128.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.90857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.90857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 12.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 113.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 122.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 156.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.81666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 41.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 1.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 32.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 143.0, Father's occupation 152.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 101.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 121.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 126.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.57142857, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 3.0, Admission grade 132.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 134.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 16.0, Curricular units 1st sem (enrolled) 17.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 17.0, Curricular units 1st sem (grade) 11.61111111, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 14.0, Curricular units 2nd sem (enrolled) 17.0, Curricular units 2nd sem (evaluations) 22.0, Curricular units 2nd sem (approved) 17.0, Curricular units 2nd sem (grade) 12.05555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 120.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 4.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 144.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 114.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 29.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 111.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 125.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 12.55555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 127.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 131.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 21.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 12.30769231, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 119.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 129.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 114.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 113.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 117.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 114.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.97666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.04166667, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 38.0, Mother's occupation 143.0, Father's occupation 163.0, Admission grade 129.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 112.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.3, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 122.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 135.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 4.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 116.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 12.45454545, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 10.0, Father's qualification 12.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 17.0, Application order 5.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 122.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.25, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 155.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 123.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 124.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 7.0, Father's occupation 1.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 126.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 4.0, Admission grade 120.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 123.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 122.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 139.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 131.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 116.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 117.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 6.0, Admission grade 137.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 116.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.98333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.98333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 121.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 142.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 13.38461538, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 96.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 8.0, Father's occupation 5.0, Admission grade 125.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 0.0, Admission grade 126.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.83333333, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 155.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.11111111, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 116.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 97.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 128.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.58571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.6875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 115.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.44444444, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 133.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 119.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 156.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 191.0, Father's occupation 183.0, Admission grade 163.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.34, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.84, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.45714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.45714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 123.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 41.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 31.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 136.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 132.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 7.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 100.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 126.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 1.0, Curricular units 1st sem (evaluations) 1.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 156.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 10.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 24.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 116.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 153.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 15.0, Curricular units 1st sem (enrolled) 17.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 17.0, Curricular units 1st sem (grade) 13.38888889, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 15.0, Curricular units 2nd sem (enrolled) 17.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 17.0, Curricular units 2nd sem (grade) 14.88888889, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 5.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 131.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 13.58333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 13.58333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 141.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 115.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 168.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 101.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 4.0, Admission grade 122.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 141.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 132.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.82857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.82857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 1.0, Admission grade 111.7, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 98.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 26.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 10.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 24.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.32857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.32857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 100.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 133.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.03333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.03333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 15.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 59.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 4.0, Previous qualification (grade) 180.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 180.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 16.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.4, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 44.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 106.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 125.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 5.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 117.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 122.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 132.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 103.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 17.0, Application order 5.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 107.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 2.0, Previous qualification (grade) 133.1, Nacionality 6.0, Mother's qualification 42.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 131.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 122.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 9.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 118.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 2.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 16.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 16.0, Curricular units 1st sem (grade) 12.6875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 106.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 49.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 22.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 10.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 52.0, International 0.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 26.0, Curricular units 1st sem (approved) 14.0, Curricular units 1st sem (grade) 10.46666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 9.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 10.92307692, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 122.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 112.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 97.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 98.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.83571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.23125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 140.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 143.6, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 134.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 126.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.24875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.24875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 33.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 2.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 113.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 106.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 106.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 126.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 130.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.85, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.61111111, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 108.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 105.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 26.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 137.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 4.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 6.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 114.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 6.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 12.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 119.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 55.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 2.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 46.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 119.8, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 135.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 46.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 120.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 136.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 158.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 164.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 149.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 122.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 131.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 29.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 122.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 131.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 117.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 118.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 99.0, Admission grade 126.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 172.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 155.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 122.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 128.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 99.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 164.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 161.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 140.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 111.1, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 0.0, Father's occupation 3.0, Admission grade 149.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 111.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 121.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 12.54545455, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 101.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 98.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 136.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.8875, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.8875, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 125.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 141.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 5.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 8.0, Father's occupation 8.0, Admission grade 123.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 114.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.98333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.28125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 15.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 110.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 101.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 9.0, Admission grade 121.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.75, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 4.0, Admission grade 95.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 109.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 116.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 50.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.51428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 111.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 7.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 10.44444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 10.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 48.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 2.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 123.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.77777778, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 0.0, Admission grade 137.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 53.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 131.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 42.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 4.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 133.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 52.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 3.0, Mother's occupation 132.0, Father's occupation 122.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 54.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 13.30769231, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 7.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.81818182, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 49.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 126.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 154.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 114.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.34285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.65, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 9.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 149.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 14.27272727, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 14.81818182, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 117.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.1375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.91111111, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 164.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 165.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 127.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.52857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.65555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 126.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 119.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 121.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 12.91666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.6375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.3875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 127.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.9, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 132.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.36, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.36, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.51428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.51428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 131.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.7, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.7, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 40.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 43.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 113.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.0625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 121.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 118.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 4.0, Admission grade 118.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 129.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 143.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 2.0, Admission grade 152.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 155.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 14.72727273, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 157.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 2.0, Admission grade 153.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 137.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.145, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.7425, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 143.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.44285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.075, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 123.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 138.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 158.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 140.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 5.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.76125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.76125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 104.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 132.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 127.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 136.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.30769231, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 190.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.75714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.07777778, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 128.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.76666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.76666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 126.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 7.0, Admission grade 131.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 119.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 36.0, Mother's occupation 4.0, Father's occupation 90.0, Admission grade 127.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.91666667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 124.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 109.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 117.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 2.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 124.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 124.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 140.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 111.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.28571429, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 121.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 4.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.8, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 134.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 130.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.7, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.02222222, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 123.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 147.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 113.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 133.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 1.0, Mother's occupation 0.0, Father's occupation 2.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 168.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 161.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 16.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 8.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 8.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 156.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 156.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 15.63375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.63375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 129.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 129.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 136.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 135.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 139.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 8.0, Father's occupation 9.0, Admission grade 117.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 10.0, Admission grade 105.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.95, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.125, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 130.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.45, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.45, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 131.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.38125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.38125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 1.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.16, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.34, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 133.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.3425, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.3425, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 133.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.175, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.03125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 129.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 116.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 138.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 14.15384615, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 20.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 15.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.4, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 151.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 13.0, Curricular units 1st sem (enrolled) 17.0, Curricular units 1st sem (evaluations) 20.0, Curricular units 1st sem (approved) 17.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 14.0, Curricular units 2nd sem (enrolled) 17.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 17.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 1.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 99.0, Father's occupation 99.0, Admission grade 131.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 16.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 16.0, Curricular units 1st sem (grade) 12.58823529, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 10.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 13.35714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 131.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 8.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 12.84615385, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 116.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 90.0, Father's occupation 8.0, Admission grade 133.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 145.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 172.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 8.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 111.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 8.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 129.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.05375, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.05375, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 118.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.03571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 126.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 2.0, Admission grade 137.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 116.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 115.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 97.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 130.0, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 20.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 156.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 156.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 126.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 108.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 105.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 17.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 11.53846154, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 10.0, Curricular units 2nd sem (enrolled) 15.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 2.0, Father's occupation 6.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.28571429, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 137.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 39.0, Father's qualification 39.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 134.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 2.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 116.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 143.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 4.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 143.6, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 12.7, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 12.27272727, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 118.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 109.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.11714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 191.0, Father's occupation 171.0, Admission grade 119.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 41.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 146.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 3.0, Admission grade 161.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 26.0, Mother's qualification 37.0, Father's qualification 2.0, Mother's occupation 6.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 142.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 12.63636364, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 41.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 1.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 2.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 170.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 15.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 6.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 115.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 3.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 121.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.25, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 134.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 136.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 108.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 112.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 148.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 133.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 12.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 98.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.72571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 139.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 112.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 143.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.57, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 15.57, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 123.0, Father's occupation 171.0, Admission grade 116.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 138.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.11428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.91111111, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 103.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 42.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 0.0, Father's occupation 1.0, Admission grade 108.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 115.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 127.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.07571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.07571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 138.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 5.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 135.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 134.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 173.0, Father's occupation 183.0, Admission grade 118.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 132.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.51285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.51285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 155.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 26.0, Mother's qualification 38.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 126.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.288, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.288, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 127.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 112.1, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 111.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 121.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 126.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 120.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 120.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.76571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.54444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 51.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.1, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 137.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 127.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.88888889, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.72727273, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 164.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 131.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 11.35714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 9.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 115.8, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 126.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.88428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 114.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.65, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.1, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 162.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 138.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 112.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 20.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 6.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 111.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 152.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 132.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 118.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 7.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 7.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 122.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 162.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 142.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 124.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 124.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.8875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.86444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 191.0, Father's occupation 192.0, Admission grade 118.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 109.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.16, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.16, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 130.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.4275, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.4275, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 15.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 10.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 22.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 5.0, Admission grade 151.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 131.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 158.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 6.0, Admission grade 155.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 121.0, Displaced 1.0, Educational special needs 1.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.7, Displaced 1.0, Educational special needs 1.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.075, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.36111111, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 131.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 2.0, Admission grade 116.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 36.0, Father's qualification 14.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 5.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 137.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.49285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.68888889, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 122.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 10.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 133.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 115.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 106.3, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 103.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 136.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 26.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 146.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 4.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 131.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 42.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 2.0, Curricular units 1st sem (evaluations) 2.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 0.0, Father's occupation 5.0, Admission grade 137.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 125.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 111.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 131.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 9.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 131.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 121.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 153.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 142.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 14.58333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 11.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 131.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 3.0, Mother's occupation 7.0, Father's occupation 2.0, Admission grade 130.6, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 115.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 125.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.66, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 7.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 15.01111111, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 97.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 134.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.3, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.3, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 42.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 110.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 123.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 139.6, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 157.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 138.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.55714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.55714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 44.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.63636364, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 10.0, Father's occupation 5.0, Admission grade 150.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 191.0, Father's occupation 172.0, Admission grade 115.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 48.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.725, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 2.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 126.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.18333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.18333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 21.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 0.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 51.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 4.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 10.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 184.4, Nacionality 22.0, Mother's qualification 2.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 184.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 156.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 40.0, Father's qualification 43.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 150.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.435, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.435, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 22.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 146.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 145.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 116.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 15.0, Curricular units 1st sem (enrolled) 17.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 17.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 16.0, Curricular units 2nd sem (enrolled) 17.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 17.0, Curricular units 2nd sem (grade) 12.17647059, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 132.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 105.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 8.0, Father's occupation 8.0, Admission grade 102.6, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 112.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 12.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 155.3, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 153.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 0.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 9.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 29.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 6.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 21.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 12.55555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 120.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 153.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.11666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.11666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 117.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 145.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 12.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 119.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.87714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.6625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 126.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.94428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.94428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 106.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 137.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.26666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.26666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 115.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 127.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.48375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.48375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 116.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.3125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 17.0, Application order 3.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 113.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 12.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 132.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 132.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.45, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.45, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 130.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 116.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.48571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.9375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 134.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 139.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 132.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 1.0, Admission grade 129.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 125.6, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 129.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 128.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 139.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 124.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.86857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.11111111, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 117.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.03, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.21875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 115.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 118.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.3675, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.3675, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.80833333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.82571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 133.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.91857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.8875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 141.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 130.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.68333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.68333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 114.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 123.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 116.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 123.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 127.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 117.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.69285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.9625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 157.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 149.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.035, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.035, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 125.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 145.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 115.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.7725, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.33, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 114.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 124.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 122.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 133.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 17.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.46, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.46, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 0.0, Admission grade 113.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 122.6, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.80571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.80571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 107.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 124.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 125.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 8.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 8.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 108.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 115.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.725, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.7125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 129.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 4.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 13.81818182, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 13.46153846, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 116.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 121.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 121.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 2.0, Admission grade 112.6, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 123.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 129.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 119.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 12.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 131.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.135, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.24444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.85, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.62142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 191.0, Father's occupation 102.0, Admission grade 143.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 111.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 147.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.96666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.96666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 162.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 147.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.14125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.14125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 108.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 108.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 2.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.6625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.6625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 109.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.99333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.66875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 112.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 121.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 2.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 100.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 119.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 1.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 193.0, Father's occupation 181.0, Admission grade 125.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 9.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 121.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 30.0, Father's qualification 19.0, Mother's occupation 0.0, Father's occupation 2.0, Admission grade 121.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 132.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.1, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 120.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 14.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 14.0, Curricular units 1st sem (grade) 10.21428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 13.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 11.38461538, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 105.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 157.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 137.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 122.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 143.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 120.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 119.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 147.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 129.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 126.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 39.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 105.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 95.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 107.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 105.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 106.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 116.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 137.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.54285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.22222222, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 101.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 144.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 107.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 117.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 12.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 110.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 170.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.82857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.9125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 117.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 39.0, Mother's occupation 1.0, Father's occupation 3.0, Admission grade 133.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 17.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 128.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.96666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.96666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 122.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 133.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.12571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.36875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 112.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 4.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 21.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 51.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 162.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 49.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 153.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 131.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 10.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.9, Nacionality 22.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 148.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 128.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 57.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 1.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 2.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 126.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 111.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 122.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.78333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.84285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 118.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 121.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.225, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 134.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.45714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 127.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.44285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.44285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 114.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 125.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 120.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 1.0, Curricular units 2nd sem (evaluations) 1.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 123.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.44, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.06666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 130.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.21428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.0625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 41.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 125.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 133.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 12.84615385, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.63636364, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 130.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 119.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.37142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 121.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.38571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.3875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.32857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.32857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 111.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 111.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 122.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 10.0, Admission grade 116.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 132.0, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 17.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 4.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 123.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 117.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 1.0, Father's occupation 10.0, Admission grade 116.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.77777778, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 121.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.91666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.91666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 105.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 121.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 136.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 123.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 129.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 136.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.3775, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.3775, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 6.0, Admission grade 133.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.04285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 136.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.15, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.15, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.47142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.47142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 120.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.15, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.15, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 130.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.07222222, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.0475, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 135.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 116.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 99.0, Father's occupation 90.0, Admission grade 124.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 4.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 157.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 3.0, Father's occupation 6.0, Admission grade 150.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.63333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.63333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 128.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.23333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.23333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 1.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 119.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 156.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 140.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.7, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 15.7, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 138.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 132.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 10.0, Curricular units 1st sem (enrolled) 17.0, Curricular units 1st sem (evaluations) 29.0, Curricular units 1st sem (approved) 14.0, Curricular units 1st sem (grade) 12.5625, Curricular units 1st sem (without evaluations) 4.0, Curricular units 2nd sem (credited) 7.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 24.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 12.85714286, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 99.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 119.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.78125, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.78125, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 113.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 117.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 123.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 127.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.26, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.28625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 0.0, Admission grade 141.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 121.7, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 121.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.16, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 146.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 142.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 126.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 15.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 134.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.15555556, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 16.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 175.0, Father's occupation 183.0, Admission grade 113.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 158.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 140.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 119.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 140.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 142.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.82875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.82875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 11.0, Mother's qualification 12.0, Father's qualification 12.0, Mother's occupation 90.0, Father's occupation 4.0, Admission grade 129.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 6.0, Father's occupation 7.0, Admission grade 134.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 109.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 104.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 122.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 120.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 112.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 174.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 157.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 118.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.76666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.74444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 18.0, Father's qualification 18.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 130.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.75833333, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.75833333, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 8.0, Father's occupation 8.0, Admission grade 176.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 182.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 156.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 126.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 128.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 113.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 120.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.50714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.05, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 130.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.61428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.61428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 101.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 113.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 118.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.97142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.4375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 127.9, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 131.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.38571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.72857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 117.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.28571429, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 115.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 141.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 12.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 42.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 131.8, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 131.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 117.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 10.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 108.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 122.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 126.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.28333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.12555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 134.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 10.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 13.27272727, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 151.0, Father's occupation 193.0, Admission grade 134.3, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 138.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.115, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.092, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 143.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 111.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 128.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 2.0, Admission grade 133.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.56571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.56571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 114.6, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 103.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 104.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 127.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.79666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.775, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 159.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 151.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 135.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 137.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.96285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.96285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 117.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 121.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 129.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 17.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 123.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 43.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 2.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 144.6, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 118.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 156.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 153.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 167.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 3.0, Admission grade 158.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 6.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 134.9, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.64285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.77272727, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 142.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 116.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 138.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.06363636, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 133.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 22.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 12.15384615, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 12.9, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 136.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 118.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 126.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 128.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.40375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.40375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 129.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 125.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 129.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 124.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 154.9, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 16.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 127.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 129.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 98.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 122.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 112.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 100.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 122.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.29444444, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 22.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 116.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 5.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 146.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 180.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 180.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 39.0, Father's qualification 39.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 127.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 130.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 109.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 132.4, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 129.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.1, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.1, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 130.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 170.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 130.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 115.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.43333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 127.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 43.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 120.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.74285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.74285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 99.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.975, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.12857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 128.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 128.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.93571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.93571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 107.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 110.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 119.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 155.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 118.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 141.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 119.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 111.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 6.0, Previous qualification (grade) 138.6, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 138.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 121.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 150.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 117.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 102.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 191.0, Father's occupation 144.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 138.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 122.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 126.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.46285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.90625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 48.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 117.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 124.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.52857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.41666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 124.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 8.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 8.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 12.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 129.4, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 138.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 138.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 133.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 11.45454545, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 95.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 49.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 121.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 54.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 33.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 18.0, Curricular units 1st sem (enrolled) 21.0, Curricular units 1st sem (evaluations) 26.0, Curricular units 1st sem (approved) 21.0, Curricular units 1st sem (grade) 12.36363636, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 12.0, Curricular units 2nd sem (enrolled) 16.0, Curricular units 2nd sem (evaluations) 21.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 107.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 116.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 114.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 178.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 157.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 15.09090909, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 114.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 42.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 106.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 104.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 39.0, Father's qualification 39.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 50.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 108.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 109.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 120.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.65, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 161.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 59.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 99.0, Father's occupation 99.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 178.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 138.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 4.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 128.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 139.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 113.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 139.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 49.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 42.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 136.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 161.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 36.0, Curricular units 1st sem (approved) 17.0, Curricular units 1st sem (grade) 13.05882353, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 12.30769231, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 121.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 2.0, Admission grade 118.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 138.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 42.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 115.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 49.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 8.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 114.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 117.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 121.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 5.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 115.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 125.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 131.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 127.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 138.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 5.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 126.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 118.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 124.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 41.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 125.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.8, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 5.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 125.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 95.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 107.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 43.0, Application order 2.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 38.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 125.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 2.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 4.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 128.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 129.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 152.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.39166667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.4875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 19.0, Mother's occupation 0.0, Father's occupation 4.0, Admission grade 152.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 112.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 135.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 134.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 120.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 141.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 145.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 50.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 16.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 16.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.08571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.08571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 112.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 106.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 37.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 121.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 1.0, Father's occupation 4.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 160.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 46.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 5.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 145.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 10.0, Father's qualification 10.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 130.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 125.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 116.9, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 114.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 95.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 133.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 4.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 16.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 22.0, Curricular units 1st sem (approved) 18.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 12.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 118.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 131.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.12142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.50625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 8.0, Admission grade 150.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 14.22222222, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 120.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 108.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 105.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 125.3, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 131.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 127.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.61428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.61428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 6.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 32.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 12.85714286, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 8.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 14.3, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 2.0, Admission grade 149.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 121.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 137.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 119.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 141.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 110.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 110.3, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 6.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 114.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 121.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 4.0, Admission grade 127.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 13.0, Curricular units 1st sem (enrolled) 17.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 12.15384615, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 10.0, Curricular units 2nd sem (enrolled) 17.0, Curricular units 2nd sem (evaluations) 28.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 11.90909091, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 12.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 128.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 133.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 18.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.77777778, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 136.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 39.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 117.0, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 110.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.75, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 95.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 95.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 3.0, Admission grade 148.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 133.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 125.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 116.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 141.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 20.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 11.44444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 115.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 0.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 2.0, Admission grade 126.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 137.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 120.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 136.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 122.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 23.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 24.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 23.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 126.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 98.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 5.0, Admission grade 121.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 124.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 136.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 132.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 126.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.49285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.7125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 111.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 52.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 115.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 117.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.88571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 15.88571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.94, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.58, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 106.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 151.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 7.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 8.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 43.0, Father's qualification 40.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 106.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 116.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 51.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 11.625, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 11.18181818, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 30.0, Mother's occupation 0.0, Father's occupation 5.0, Admission grade 118.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.3, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 135.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 14.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 15.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 13.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 14.0, Curricular units 2nd sem (grade) 11.35714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 12.54545455, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 6.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 192.0, Father's occupation 144.0, Admission grade 129.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 2.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 111.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 150.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.77777778, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 3.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 128.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 2.0, Curricular units 1st sem (evaluations) 2.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 2.0, Curricular units 2nd sem (evaluations) 2.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 38.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 102.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 102.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 114.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 128.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 3.0, Admission grade 116.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 172.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 149.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 16.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 134.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 126.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 133.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 6.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 27.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 13.71428571, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 7.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 12.08333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 107.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 17.0, Curricular units 1st sem (evaluations) 31.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 12.72727273, Curricular units 1st sem (without evaluations) 4.0, Curricular units 2nd sem (credited) 10.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 24.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 12.7, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 6.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 111.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 101.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 108.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 18.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 17.69230769, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 142.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 40.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 16.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 156.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 53.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 7.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 98.6, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 14.22222222, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 118.1, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 26.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 1.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 15.08333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 13.08333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 147.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 170.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.3, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 110.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 55.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 166.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 146.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 121.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 4.0, Admission grade 132.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 125.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 159.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 165.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 141.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 156.4, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 148.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.3, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 8.0, Father's occupation 7.0, Admission grade 131.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 104.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 6.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 127.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 151.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 126.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 18.0, Curricular units 1st sem (enrolled) 23.0, Curricular units 1st sem (evaluations) 23.0, Curricular units 1st sem (approved) 20.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 18.0, Curricular units 2nd sem (enrolled) 23.0, Curricular units 2nd sem (evaluations) 23.0, Curricular units 2nd sem (approved) 20.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 125.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.44428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.34714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 127.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 131.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 12.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 155.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 128.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 20.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 12.7, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.18181818, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 170.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 90.0, Father's occupation 99.0, Admission grade 107.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 42.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 139.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 123.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 122.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 127.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 120.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 128.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 10.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 8.0, Father's occupation 7.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 136.1, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 128.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 158.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 108.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 101.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 25.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 1.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 6.0, Mother's qualification 5.0, Father's qualification 4.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 113.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 46.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 33.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 118.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 14.0, Curricular units 1st sem (enrolled) 21.0, Curricular units 1st sem (evaluations) 23.0, Curricular units 1st sem (approved) 20.0, Curricular units 1st sem (grade) 13.18181818, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 10.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 14.0, Curricular units 2nd sem (grade) 11.64285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 148.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.51333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.07142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 3.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 120.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.58571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.58571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 113.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.15555556, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.425, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 108.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 129.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 135.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 14.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 7.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 13.61538462, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 10.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.4, Nacionality 22.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 154.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 190.0, Nacionality 108.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 122.0, Father's occupation 4.0, Admission grade 190.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.575, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.42, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 132.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.19857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.0625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 10.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 163.3, Nacionality 22.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 163.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 122.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 62.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 191.0, Father's occupation 171.0, Admission grade 121.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 5.0, Admission grade 131.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 135.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.21428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.21428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 39.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 141.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 131.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 123.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 3.0, Mother's occupation 7.0, Father's occupation 4.0, Admission grade 126.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 126.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.87571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.08571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 108.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 107.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 95.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 116.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.15384615, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 134.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 128.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.44142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.65625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 6.0, Admission grade 144.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 129.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 116.8, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 127.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 6.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 8.0, Father's occupation 7.0, Admission grade 112.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 5.0, Admission grade 130.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 41.0, Mother's qualification 3.0, Father's qualification 4.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.85714286, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 121.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 26.0, Mother's qualification 42.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 130.0, Displaced 0.0, Educational special needs 1.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 121.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 39.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 143.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 108.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 111.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 3.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 153.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 137.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 135.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 133.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.2325, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.2325, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 106.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 145.7, Nacionality 22.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 145.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 1.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 16.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 15.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.27272727, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 153.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 118.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 161.8, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 4.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 194.0, Father's occupation 175.0, Admission grade 124.9, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 163.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 150.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 26.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 165.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 163.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 141.0, Father's occupation 171.0, Admission grade 115.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 156.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 136.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 130.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 127.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.07375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.07375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 126.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 172.0, Nacionality 41.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 153.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 26.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 136.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.46428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.78888889, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 105.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 139.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 130.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.4025, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.4025, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 138.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.46875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 16.3875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.98333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.98333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 134.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 143.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 15.88888889, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 113.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 135.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.98333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.98333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 143.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 148.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 115.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 159.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 138.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 12.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 133.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 117.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 108.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 106.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 122.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 127.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 95.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 10.88888889, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 11.61538462, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 122.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.675, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 115.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 145.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 143.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 121.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 121.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 125.1, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 112.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 120.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 114.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 4.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 132.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 192.0, Father's occupation 192.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 10.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 134.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 124.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 115.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 132.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.38571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.75555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 123.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 41.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 125.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 16.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 115.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 123.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 141.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 139.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 118.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 142.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 143.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 115.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 11.55555556, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 7.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 11.9, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 105.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 42.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 134.0, Father's occupation 193.0, Admission grade 138.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 13.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 12.72727273, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 9.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 114.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 1.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 2.0, Curricular units 1st sem (evaluations) 2.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 1.0, Curricular units 2nd sem (evaluations) 1.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 22.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 130.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 134.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 137.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.84285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.38888889, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 125.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 111.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 9.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 144.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 152.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 0.0, Father's occupation 5.0, Admission grade 126.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 4.0, Admission grade 136.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.55375, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.55375, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 124.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.66571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.66571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 129.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 136.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 115.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 143.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 115.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 149.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 14.0, Curricular units 1st sem (enrolled) 17.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 17.0, Curricular units 1st sem (grade) 12.57894737, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 15.0, Curricular units 2nd sem (enrolled) 17.0, Curricular units 2nd sem (evaluations) 20.0, Curricular units 2nd sem (approved) 17.0, Curricular units 2nd sem (grade) 12.11764706, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 133.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 122.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 151.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 6.0, Father's occupation 4.0, Admission grade 137.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 118.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 39.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 126.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 112.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 50.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 118.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.002, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.002, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 121.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.97666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.22222222, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 109.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 119.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.86714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.86714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.675, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.675, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 155.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 167.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 111.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 136.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 124.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 132.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 38.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 154.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 57.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 115.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.575, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 96.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 168.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 137.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 49.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 100.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.63571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.63571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 148.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 123.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 1.0, Father's occupation 4.0, Admission grade 138.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 117.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 99.0, Father's occupation 99.0, Admission grade 114.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 125.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.55555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 97.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 42.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.15, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 134.0, Father's occupation 134.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 175.0, Father's occupation 103.0, Admission grade 127.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 16.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 26.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 12.52608696, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 26.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 12.52608696, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 170.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.78333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 7.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 46.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 141.0, Father's occupation 192.0, Admission grade 122.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 115.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 166.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 90.0, Father's occupation 8.0, Admission grade 132.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 4.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 121.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 109.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 138.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 131.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 144.0, Father's occupation 123.0, Admission grade 125.3, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 1.0, Admission grade 101.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 191.0, Father's occupation 171.0, Admission grade 109.1, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 123.9, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 123.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 157.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 143.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 42.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 113.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 3.0, Admission grade 119.9, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 1.0, Father's occupation 9.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 109.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 108.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 5.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 132.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 137.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 5.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 157.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 138.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.95, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.04285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 109.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 6.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 6.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 117.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 101.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 104.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.336, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.20714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 112.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 6.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 1.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 132.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.11571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.11571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 4.0, Admission grade 123.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.11111111, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 128.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 128.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 120.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.415, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.415, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 5.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 123.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 124.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.31285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.31285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 120.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 131.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 107.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 12.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 104.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 122.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.01428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.01428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 110.7, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.33333333, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 12.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 121.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.38571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.925, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 134.9, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 143.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 145.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 136.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 138.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 102.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 123.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 137.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 106.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 191.0, Father's occupation 163.0, Admission grade 102.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.40142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.80833333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 2.0, Father's occupation 6.0, Admission grade 105.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 42.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 122.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 112.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 8.0, Admission grade 149.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 48.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 141.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 13.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 40.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 10.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 16.0, Curricular units 1st sem (evaluations) 23.0, Curricular units 1st sem (approved) 15.0, Curricular units 1st sem (grade) 11.73333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 11.88888889, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 104.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 5.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 4.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 127.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.04666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.30625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 111.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 9.0, Father's qualification 9.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 127.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.11, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.11, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.41428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.41428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 6.0, Application mode 17.0, Application order 3.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 90.0, Admission grade 115.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 6.0, Father's occupation 10.0, Admission grade 126.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 116.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 128.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.1, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.3125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.045, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.045, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 8.0, Admission grade 117.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.858, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.858, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 148.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.2525, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.2525, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 120.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.06, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.24285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.07571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 15.07571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 136.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 122.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 0.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 10.0, Curricular units 1st sem (enrolled) 17.0, Curricular units 1st sem (evaluations) 28.0, Curricular units 1st sem (approved) 17.0, Curricular units 1st sem (grade) 13.15, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 8.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 22.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 13.21428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 121.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 122.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.77857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.12222222, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 105.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 129.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 136.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 114.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 9.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 102.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 111.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 130.9, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 112.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 112.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 143.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 168.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 155.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 38.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 146.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.82857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.6875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 141.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 120.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 20.0, Curricular units 1st sem (approved) 14.0, Curricular units 1st sem (grade) 13.07285714, Curricular units 1st sem (without evaluations) 6.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 20.0, Curricular units 2nd sem (approved) 14.0, Curricular units 2nd sem (grade) 13.07285714, Curricular units 2nd sem (without evaluations) 6.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 108.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 8.0, Admission grade 134.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 141.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 135.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 121.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.65833333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.41666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 24.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 119.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 12.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 126.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 116.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 131.0, Father's occupation 181.0, Admission grade 120.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.11666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 90.0, Admission grade 114.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.56, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.56, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 131.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.19, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.23125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.3, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 129.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 120.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 135.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.26666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.26666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 117.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 124.4, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.42857143, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 117.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 6.0, Admission grade 130.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.77142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.77142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 5.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 111.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 145.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 109.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 120.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.71666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.7, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 113.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 135.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 130.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 136.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 119.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 124.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 111.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 10.0, Admission grade 138.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 12.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 11.91666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 13.18181818, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 114.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 46.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 108.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 50.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 134.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 17.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 104.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 46.0, International 0.0, Curricular units 1st sem (credited) 14.0, Curricular units 1st sem (enrolled) 19.0, Curricular units 1st sem (evaluations) 24.0, Curricular units 1st sem (approved) 19.0, Curricular units 1st sem (grade) 12.21052632, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 11.38461538, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 126.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 1.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.1, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 50.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 99.0, Father's occupation 99.0, Admission grade 100.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 3.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 2.0, Curricular units 2nd sem (evaluations) 4.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 53.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 42.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 54.0, International 0.0, Curricular units 1st sem (credited) 13.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 20.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 12.46153846, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 10.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 11.1, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 109.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 109.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 120.9, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 144.0, Father's occupation 144.0, Admission grade 125.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 11.90909091, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 10.72727273, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 164.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 161.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.71428571, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 122.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.46, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.2375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 135.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 163.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 149.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 137.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 106.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 48.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 43.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 146.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 121.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 50.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 125.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 20.0, Curricular units 1st sem (enrolled) 21.0, Curricular units 1st sem (evaluations) 23.0, Curricular units 1st sem (approved) 21.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 19.0, Curricular units 2nd sem (enrolled) 19.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 19.0, Curricular units 2nd sem (grade) 12.10526316, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 119.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 142.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 16.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 16.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 123.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 50.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 1.0, Curricular units 1st sem (evaluations) 1.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 60.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 150.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 12.0, Curricular units 1st sem (enrolled) 17.0, Curricular units 1st sem (evaluations) 22.0, Curricular units 1st sem (approved) 17.0, Curricular units 1st sem (grade) 10.36842105, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 14.0, Curricular units 2nd sem (enrolled) 17.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 17.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 114.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 117.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 42.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 2.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 12.69230769, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 12.0, Curricular units 2nd sem (enrolled) 15.0, Curricular units 2nd sem (evaluations) 22.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 12.38461538, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 34.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 110.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 50.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 118.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 53.0, International 0.0, Curricular units 1st sem (credited) 14.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 15.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 12.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 6.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 169.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 54.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 106.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 49.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 42.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 22.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 144.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 134.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 114.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 113.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 54.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 14.30769231, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 15.23076923, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 2.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 147.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 14.45454545, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 153.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 153.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 121.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 119.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 12.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 157.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 154.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 135.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 10.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.44444444, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 152.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 147.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.6125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.575, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 8.0, Admission grade 129.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.41428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.41428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 148.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 2.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 7.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 22.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 11.4375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 170.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 6.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 119.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 129.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 132.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 115.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 128.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.06666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.06666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 125.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.55555556, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 120.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 135.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.27625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.27625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 4.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 99.0, Father's occupation 99.0, Admission grade 125.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 22.0, Father's qualification 30.0, Mother's occupation 0.0, Father's occupation 8.0, Admission grade 135.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 6.0, Application mode 39.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 6.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 48.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 13.41666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 115.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.97166667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.32142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 2.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 112.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 14.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 14.0, Curricular units 1st sem (grade) 10.92857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 12.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 162.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 152.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 155.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 117.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 98.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 48.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 108.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.75714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.75714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 150.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 139.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 158.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 115.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 127.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.67, Curricular units 1st sem (without evaluations) 7.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 13.67, Curricular units 2nd sem (without evaluations) 7.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 9.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 34.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 118.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 6.0, Father's qualification 6.0, Mother's occupation 0.0, Father's occupation 4.0, Admission grade 119.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 4.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 8.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 111.9, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.97142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.97142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 135.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 51.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 22.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 16.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 29.0, Father's qualification 10.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 5.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 150.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 127.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 5.0, Admission grade 107.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 2.0, Curricular units 1st sem (evaluations) 2.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 105.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 152.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.3, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 40.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 160.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 13.58333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 110.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 138.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 37.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 112.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 122.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 141.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 118.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 128.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.8, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 7.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 7.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 160.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 12.63636364, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 2.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 103.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 62.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 103.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 131.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.13714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.13714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 121.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 137.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 138.4, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.28571429, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 7.0, Father's occupation 3.0, Admission grade 131.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 157.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.55, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.1875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 133.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 5.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 35.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 159.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 51.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 120.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 134.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 5.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 139.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 6.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 116.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 123.0, Father's occupation 103.0, Admission grade 113.9, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 14.63636364, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 14.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 133.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 14.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 23.0, Curricular units 1st sem (approved) 14.0, Curricular units 1st sem (grade) 12.78571429, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 16.0, Curricular units 2nd sem (enrolled) 17.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 16.0, Curricular units 2nd sem (grade) 13.875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 124.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 133.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.6, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 133.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 127.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.80142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.575, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 6.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 127.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.35, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.35, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 46.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 158.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 151.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 125.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 172.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 163.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 118.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.82, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.82, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 140.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 128.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 131.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 132.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.9, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 0.0, Father's occupation 5.0, Admission grade 122.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 112.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 133.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 127.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 136.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.42222222, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.18888889, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 129.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 119.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 117.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.57285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.95555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 136.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 124.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 40.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 130.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 12.0, Mother's occupation 3.0, Father's occupation 6.0, Admission grade 115.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.98285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.4625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 130.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 2.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 128.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 95.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.755, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 119.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 123.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 133.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.71111111, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.62777778, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 145.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 14.61538462, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 13.7, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 5.0, Admission grade 118.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.67714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.53333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 2.0, Admission grade 123.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 9.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 118.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 131.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.95833333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.71875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 122.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 151.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 169.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 176.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 133.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 139.8, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 41.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 119.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 134.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 14.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 25.0, Curricular units 1st sem (approved) 14.0, Curricular units 1st sem (grade) 12.42857143, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 8.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 22.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 11.90909091, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 157.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 2.0, Admission grade 141.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.3875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.9, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 128.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.64833333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.20555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 5.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 40.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 118.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 130.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.85714286, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 122.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 123.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 126.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 136.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 128.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.39, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.75714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 111.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 135.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.57142857, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 5.0, Application order 5.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 119.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 116.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 126.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 90.0, Admission grade 134.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 123.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 123.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.9, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 21.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.7, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 112.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 0.0, Father's occupation 90.0, Admission grade 122.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 122.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 7.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 120.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 142.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 8.0, Father's occupation 7.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.62857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.62857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.23285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.23285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 137.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 107.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 171.0, Father's occupation 163.0, Admission grade 104.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 133.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 113.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 6.0, Mother's qualification 2.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 2.0, Admission grade 124.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.32, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.9, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 105.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.35, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 10.0, Father's occupation 9.0, Admission grade 144.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 51.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 111.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 38.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 107.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 127.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 149.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 2.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 2.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 57.0, International 0.0, Curricular units 1st sem (credited) 12.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 9.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 12.22222222, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 2.0, Mother's occupation 123.0, Father's occupation 112.0, Admission grade 143.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 128.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 118.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 152.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 116.6, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.31428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.575, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 141.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 13.09090909, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.08333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 105.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 116.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 15.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 9.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 14.0, Curricular units 2nd sem (grade) 12.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 12.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 125.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.94285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 15.94285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 115.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 128.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 6.0, Father's occupation 10.0, Admission grade 112.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 29.0, Father's qualification 38.0, Mother's occupation 90.0, Father's occupation 3.0, Admission grade 131.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 18.0, Curricular units 1st sem (enrolled) 23.0, Curricular units 1st sem (evaluations) 23.0, Curricular units 1st sem (approved) 20.0, Curricular units 1st sem (grade) 14.575, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 18.0, Curricular units 2nd sem (enrolled) 23.0, Curricular units 2nd sem (evaluations) 23.0, Curricular units 2nd sem (approved) 20.0, Curricular units 2nd sem (grade) 14.575, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 121.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 148.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 135.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 115.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 121.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.47, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.32625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 136.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 180.0, Nacionality 41.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 152.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 123.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 4.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.33333333, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 125.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.32, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.32, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 113.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.79857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.75625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 121.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 177.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 162.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 16.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 4.0, Admission grade 132.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 4.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 130.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.75714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.36666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 122.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 144.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 118.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 133.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 126.8, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 121.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 117.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 115.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 2.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 3.0, Admission grade 129.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 125.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 10.64285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.55, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 30.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 118.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 142.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.65, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.65, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 126.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.86363636, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 109.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 16.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 15.0, Curricular units 1st sem (grade) 12.26666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 12.07142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 116.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 121.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 117.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 114.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 133.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 118.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.78571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.78571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 151.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.44444444, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 119.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.8375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 135.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.50625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 40.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 149.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 120.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 173.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 126.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 126.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 157.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 120.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 124.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.11428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 15.11428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 165.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 152.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 113.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 125.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 101.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 102.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.04, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.77142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 125.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 109.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 159.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 162.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 177.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 123.0, Father's occupation 135.0, Admission grade 155.7, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 156.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 147.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 15.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 8.0, Admission grade 115.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.18333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.78333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 117.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 125.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 23.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 21.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 129.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 123.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 117.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 41.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.32857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.32857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 127.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 117.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 128.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.85714286, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 124.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 140.9, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 126.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 8.0, Father's occupation 7.0, Admission grade 120.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.71666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.868, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 121.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 123.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 116.9, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.58, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.15714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 120.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 33.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 153.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 120.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 126.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.53571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.53571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 125.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 157.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 146.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 6.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 134.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 1.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 23.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 11.6875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 20.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 137.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 107.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 112.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 10.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 36.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 126.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 132.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 114.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 116.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 3.0, Father's occupation 1.0, Admission grade 116.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 10.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 12.55555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 127.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 6.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.84142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.84142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 8.0, Father's occupation 8.0, Admission grade 159.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 135.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 122.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 118.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 123.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 111.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 5.0, Admission grade 144.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 109.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 111.8, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 122.1, Displaced 0.0, Educational special needs 1.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 119.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 6.0, Father's occupation 2.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 17.11111111, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 2.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 118.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 112.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 6.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 165.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 102.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 101.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 124.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 122.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 134.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 154.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 1.0, Curricular units 1st sem (evaluations) 2.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 8.0, Father's occupation 8.0, Admission grade 128.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 106.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.36, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 157.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 146.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 116.9, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 118.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 105.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.81375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.81375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.9, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 194.0, Father's occupation 193.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 108.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.9625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.04444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 114.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.68333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.11666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.98571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.98571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 142.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 126.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 111.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 125.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.78, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.661, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.805, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.2725, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 142.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 127.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.42428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.9375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 128.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 134.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 16.0, Curricular units 1st sem (evaluations) 20.0, Curricular units 1st sem (approved) 14.0, Curricular units 1st sem (grade) 12.07142857, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.27272727, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 133.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.11, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.11, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 126.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 129.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 133.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 122.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 128.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 161.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 154.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 2.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 9.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 7.0, Admission grade 113.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 6.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 29.0, Mother's occupation 4.0, Father's occupation 90.0, Admission grade 123.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 101.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 14.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 113.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 138.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.76666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.76666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.31666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.31666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 117.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 8.0, Admission grade 109.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 5.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 116.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 162.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 165.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 15.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 113.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 144.0, Father's occupation 181.0, Admission grade 123.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 1.0, Admission grade 116.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 118.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 103.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 113.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 50.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 42.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 24.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 7.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 10.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 10.92307692, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 33.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 117.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 10.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 102.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 99.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 21.0, Mother's qualification 3.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 117.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 113.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 41.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 124.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.72857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 35.0, Father's qualification 35.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 59.0, International 0.0, Curricular units 1st sem (credited) 10.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 22.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 8.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 53.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 175.0, Father's occupation 152.0, Admission grade 132.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 20.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.22222222, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 36.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 162.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 132.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 149.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 43.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 0.0, Father's occupation 1.0, Admission grade 114.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 17.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 20.0, Curricular units 1st sem (approved) 18.0, Curricular units 1st sem (grade) 11.55555556, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 11.61538462, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 128.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 113.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 150.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 130.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.68142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.68142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 114.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.1, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.61666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 114.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 126.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.94, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 129.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.86, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.56666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 110.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 132.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 1.0, Admission grade 130.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 130.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.89428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.3625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 124.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.46875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.31375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 146.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 130.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 22.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 13.3, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 9.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 13.72727273, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 121.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 13.45454545, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 4.0, Admission grade 133.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 17.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.41625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.41625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 110.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 102.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 156.0, Nacionality 1.0, Mother's qualification 40.0, Father's qualification 40.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 150.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 106.6, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 118.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 117.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 135.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 172.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 167.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 115.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 1.0, Admission grade 141.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 118.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 134.3, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 0.0, Father's occupation 4.0, Admission grade 128.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 116.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 2.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 118.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 7.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 116.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 17.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 99.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 116.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 132.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 99.0, Father's occupation 99.0, Admission grade 100.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 36.0, Mother's occupation 90.0, Father's occupation 7.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 133.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 136.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 123.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 130.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 153.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 40.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 142.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 114.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 108.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 127.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 23.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.7, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 12.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 111.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 131.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 139.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 15.3, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.3, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 2.0, Admission grade 115.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 154.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 135.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 115.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 117.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 2.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 37.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 131.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 120.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 113.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 125.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.61666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.61666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.06, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.06, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 142.7, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 120.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 22.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.19230769, Curricular units 1st sem (without evaluations) 5.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 22.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.19230769, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 119.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 108.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 110.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 112.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 125.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.9, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.9, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 105.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.76666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.06666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 26.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 2.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 121.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 13.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 11.61538462, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.54545455, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 134.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 7.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 108.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 136.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.99571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.95555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 119.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 151.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 109.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 108.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 124.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.88625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.88625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 155.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 114.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 118.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 13.78571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 13.88888889, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 126.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 136.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.50125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.50125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 122.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.35, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.35, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 128.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 156.5, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 125.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 143.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 131.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.56875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.02625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 113.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 155.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 3.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 121.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 130.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.15375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.15375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 123.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 8.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 8.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 117.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 5.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 12.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 140.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.45428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.45428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 133.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 126.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 129.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.27166667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.94375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 125.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.54833333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.775, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 144.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 98.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 146.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 117.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.2575, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.2575, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 125.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 10.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 9.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 134.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 5.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 96.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 101.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 125.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 153.0, Father's occupation 153.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 134.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 158.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 144.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 131.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.64285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.3875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 8.0, Father's occupation 8.0, Admission grade 136.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 129.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 146.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 122.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 8.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 117.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.41666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.9625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 106.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 119.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.15, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.81428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 115.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 106.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 116.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 141.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 127.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.71428571, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 122.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.67857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.0375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 153.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 141.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 135.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 127.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.48571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.58888889, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 151.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 121.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 131.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.65714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.65714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 109.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 6.0, Father's occupation 5.0, Admission grade 127.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 10.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 13.07142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 119.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 43.0, Application order 4.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 153.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 125.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.9, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.9, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 103.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.126, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.126, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 20.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 146.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 116.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 117.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 1.0, Curricular units 1st sem (evaluations) 1.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 128.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 4.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 135.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 124.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.77142857, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.77142857, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 129.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.79857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.79857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 0.0, Father's occupation 10.0, Admission grade 111.3, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 95.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 50.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 131.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 14.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 14.0, Curricular units 1st sem (grade) 11.35714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 13.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 12.84615385, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 119.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 191.0, Father's occupation 174.0, Admission grade 125.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.69230769, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 140.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 13.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 18.0, Curricular units 1st sem (grade) 15.05263158, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 14.53846154, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 131.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 20.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 124.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 139.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 121.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.93875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.93875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.88, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 124.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.18, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.8125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 162.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 137.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 119.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 106.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 105.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 162.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 142.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 3.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 121.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 116.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.1, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 133.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 116.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 49.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 126.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 191.0, Father's occupation 193.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 118.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 12.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 149.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 126.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 116.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 1.0, Admission grade 126.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 6.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 122.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 119.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 131.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 130.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.71857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.80555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 129.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 11.0, Father's qualification 11.0, Mother's occupation 90.0, Father's occupation 4.0, Admission grade 114.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 121.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 12.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 116.4, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 121.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 42.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 2.0, Mother's occupation 134.0, Father's occupation 112.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 4.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 125.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 134.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 12.0, Curricular units 1st sem (enrolled) 17.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 11.64285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 12.0, Curricular units 2nd sem (enrolled) 17.0, Curricular units 2nd sem (evaluations) 25.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 149.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 17.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 4.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 113.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 4.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 146.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 7.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 162.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 49.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 4.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 136.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.94, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 3.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 111.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 115.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.7, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.475, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 106.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 105.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 6.0, Admission grade 128.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 13.11111111, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 137.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 120.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 4.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 118.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 13.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 9.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 139.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 116.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 120.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 134.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 123.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 122.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 121.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 156.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 132.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.26666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.26666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 131.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.5125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.1875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 9.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 148.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 121.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.48333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.48333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 194.0, Father's occupation 193.0, Admission grade 135.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.565, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.16, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 139.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 113.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 16.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 17.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 122.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 119.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 125.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 140.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.06, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 146.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 99.0, Father's occupation 99.0, Admission grade 96.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 16.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 2.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 2.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 14.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 18.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 13.0, Curricular units 2nd sem (enrolled) 18.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 18.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 3.0, Admission grade 116.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 103.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 144.0, Father's occupation 144.0, Admission grade 111.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 148.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 16.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 12.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 10.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 127.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 106.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.25, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.25, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 123.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 139.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 193.0, Father's occupation 144.0, Admission grade 139.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.27142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.65714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 154.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 115.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 119.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 13.22222222, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 33.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 96.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 128.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 126.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 40.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 116.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 125.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.15428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.15428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 27.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 8.0, Father's occupation 3.0, Admission grade 133.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 117.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 133.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 109.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 137.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 15.09090909, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 4.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 4.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 129.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 129.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 129.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 141.0, Father's occupation 193.0, Admission grade 121.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 141.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 129.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 106.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 121.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 121.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 117.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 117.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 12.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 133.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 2.0, Father's qualification 2.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 1.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 119.1, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 129.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 131.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 136.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 109.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 131.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.10142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 16.09375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 6.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 120.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 113.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 121.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 112.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 131.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 142.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 125.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 108.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 107.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.35714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 110.4, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 191.0, Father's occupation 102.0, Admission grade 136.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 138.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.41666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 157.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 142.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 6.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 145.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 12.0, Curricular units 1st sem (enrolled) 21.0, Curricular units 1st sem (evaluations) 33.0, Curricular units 1st sem (approved) 18.0, Curricular units 1st sem (grade) 14.93333333, Curricular units 1st sem (without evaluations) 12.0, Curricular units 2nd sem (credited) 12.0, Curricular units 2nd sem (enrolled) 21.0, Curricular units 2nd sem (evaluations) 33.0, Curricular units 2nd sem (approved) 18.0, Curricular units 2nd sem (grade) 14.93333333, Curricular units 2nd sem (without evaluations) 12.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 125.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 108.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 128.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.455, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.91, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 128.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 146.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 106.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 118.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 117.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 8.0, Father's occupation 8.0, Admission grade 115.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 41.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 117.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 144.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 8.0, Father's occupation 6.0, Admission grade 127.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 118.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.32857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.32857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 39.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 118.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 126.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.72727273, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 7.0, Father's occupation 10.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.3, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.55555556, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 129.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 141.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 132.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 116.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.27142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.47142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 135.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 10.0, Admission grade 116.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 156.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 123.0, Father's occupation 122.0, Admission grade 155.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 127.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 130.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.58333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.67142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 121.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.73166667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.77142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 42.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 25.0, Mother's occupation 0.0, Father's occupation 4.0, Admission grade 148.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 99.0, Father's occupation 99.0, Admission grade 109.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 3.0, Curricular units 1st sem (evaluations) 3.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 2.0, Curricular units 2nd sem (evaluations) 2.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 41.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 122.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.49166667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.49166667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 147.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 163.0, Nacionality 14.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 150.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 144.0, Father's occupation 141.0, Admission grade 131.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 127.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 111.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 5.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 101.0, Nacionality 24.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 119.9, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 1.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 10.88888889, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 20.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 0.0, Admission grade 133.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 141.0, Father's occupation 114.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 5.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 113.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 121.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 2.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 117.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 134.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.9, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 125.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 10.81818182, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 12.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 11.63636364, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 119.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 146.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 122.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 118.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 105.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 123.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 149.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 108.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 125.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 101.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.87857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.85625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 112.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 120.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 99.0, Father's occupation 99.0, Admission grade 111.6, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 134.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 101.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 111.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 118.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 127.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 120.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 136.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 124.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 151.0, Father's occupation 151.0, Admission grade 141.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 33.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 124.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 1.0, Father's occupation 7.0, Admission grade 118.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 130.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 144.0, Father's occupation 123.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 7.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 130.4, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 116.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 124.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 125.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 2.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 42.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 14.45454545, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 7.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 115.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 14.53846154, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 14.46153846, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 129.6, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.73333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.95, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 155.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 144.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 134.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 112.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 128.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 134.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 125.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 123.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 118.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 116.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 123.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 113.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 125.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 15.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 0.0, Admission grade 134.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 149.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 119.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.82875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.82875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 39.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 125.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 5.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.75, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 135.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 5.0, Admission grade 138.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 122.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.93714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.93714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 10.0, Admission grade 148.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 14.7, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 8.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 14.58333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 126.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 6.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.85, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.85, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 90.0, Admission grade 104.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 4.0, Admission grade 126.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.6875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.62222222, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 58.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 124.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.398, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.5425, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 7.0, Admission grade 127.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 2.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 13.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 11.76923077, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 12.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 14.0, Curricular units 2nd sem (grade) 11.92857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 125.1, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 129.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 114.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 125.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.08166667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.15, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 125.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 115.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 112.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 127.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 120.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 113.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 132.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 6.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 2.0, Mother's occupation 7.0, Father's occupation 3.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 125.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.15428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.15428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 142.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 119.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 106.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 106.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.34, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.38571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 40.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 41.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 148.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 108.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 44.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 124.6, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 131.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.59444444, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.472, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 6.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 90.0, Father's occupation 3.0, Admission grade 116.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 125.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 121.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 107.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 116.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 7.0, Admission grade 123.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 39.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 19.0, Mother's occupation 0.0, Father's occupation 3.0, Admission grade 117.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 127.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.54285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.54285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 13.11111111, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 10.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 113.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 130.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 135.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 126.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 55.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 27.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 2.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 53.0, International 0.0, Curricular units 1st sem (credited) 15.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 17.0, Curricular units 1st sem (grade) 13.17647059, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 13.0, Curricular units 2nd sem (enrolled) 18.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 16.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 104.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 54.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 123.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.86, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.86, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 121.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 130.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 8.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 12.55555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 43.0, Previous qualification (grade) 180.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 180.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 12.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 14.0, Curricular units 1st sem (grade) 16.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 8.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 16.90909091, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 14.0, Father's qualification 14.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 112.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.77777778, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 126.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.59125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.82, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 111.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 131.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 17.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 18.0, Curricular units 1st sem (grade) 11.89473684, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 12.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 13.0, Curricular units 2nd sem (grade) 12.92307692, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 144.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 115.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 4.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 168.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 127.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 129.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 135.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 14.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 124.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 131.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 15.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 129.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.36571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.36571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 135.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 108.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 8.0, Father's occupation 10.0, Admission grade 110.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 124.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 2.0, Mother's occupation 1.0, Father's occupation 4.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 123.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 4.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 1.0, Father's occupation 9.0, Admission grade 131.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 118.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 118.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 8.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 135.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 6.0, Father's qualification 11.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 138.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 99.0, Father's occupation 99.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 107.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 33.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 129.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 11.88888889, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 113.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 107.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 55.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 14.0, Curricular units 1st sem (enrolled) 17.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 14.0, Curricular units 1st sem (grade) 10.64285714, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 12.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 29.0, Mother's occupation 0.0, Father's occupation 4.0, Admission grade 120.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 12.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 137.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 115.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 142.7, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.375, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 0.0, Father's occupation 2.0, Admission grade 116.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 136.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 42.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 134.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 167.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 6.0, Father's occupation 7.0, Admission grade 153.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 129.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 105.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 130.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 119.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 132.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.54, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.54, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 115.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 6.0, Previous qualification (grade) 119.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 119.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.73333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.73333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 123.5, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 90.0, Father's occupation 1.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 6.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 6.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 131.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.44285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.77142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 24.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 126.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 6.0, Previous qualification (grade) 118.9, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 118.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.55, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.55, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 12.0, Mother's occupation 7.0, Father's occupation 3.0, Admission grade 115.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 109.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 113.9, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 121.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.67571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 15.67571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 114.7, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 108.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 107.3, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 136.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 8.0, Admission grade 119.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.24285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 141.0, Father's occupation 182.0, Admission grade 106.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 133.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 41.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 114.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.82, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.18333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.18333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 122.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 133.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.9725, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.65125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 137.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.9, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.9, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 123.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 10.0, Admission grade 131.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 128.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 95.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 116.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.95714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.95714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 157.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 1.0, Father's occupation 5.0, Admission grade 136.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.6, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 107.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 42.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 108.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 130.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 44.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 155.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 105.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 106.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 26.0, Father's qualification 30.0, Mother's occupation 0.0, Father's occupation 5.0, Admission grade 128.6, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 25.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.22222222, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 145.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 113.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 12.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 137.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 10.0, Father's occupation 6.0, Admission grade 119.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 120.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.91, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.91, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 125.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 125.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.58, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.93625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 124.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 126.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 9.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.88888889, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 136.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 11.54545455, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 11.7, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 25.0, Mother's qualification 1.0, Father's qualification 5.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 124.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 138.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.34125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.34125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 122.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 126.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 135.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 2.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 146.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 121.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 40.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 3.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 115.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 3.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 115.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 125.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 106.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 108.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 128.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.20857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.12777778, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 113.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.30714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.0125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 124.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 4.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 116.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 124.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 180.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 140.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 180.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 179.6, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 116.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 6.0, Admission grade 139.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 129.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 135.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 153.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 147.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.4, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 153.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 138.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 15.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 6.0, Father's qualification 27.0, Mother's occupation 1.0, Father's occupation 7.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 130.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.21428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.21428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 11.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 122.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 2.0, Father's occupation 1.0, Admission grade 119.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 111.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 125.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 129.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 131.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.97142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 141.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 168.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 133.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 20.0, Curricular units 1st sem (enrolled) 26.0, Curricular units 1st sem (evaluations) 27.0, Curricular units 1st sem (approved) 26.0, Curricular units 1st sem (grade) 15.07777778, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 14.0, Curricular units 2nd sem (enrolled) 17.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 17.0, Curricular units 2nd sem (grade) 15.02352941, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.38333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.38333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 131.8, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 13.09090909, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 114.8, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 132.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.01125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.01125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 103.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 108.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 131.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 112.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.85, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.65, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 111.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 127.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.32777778, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.736, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 120.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.42857143, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 118.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.51111111, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 119.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.78, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.6125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 127.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 15.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 38.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 133.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 114.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 40.0, Father's qualification 4.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 144.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 125.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 145.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 138.1, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 124.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 155.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 140.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 124.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 118.4, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 15.0, Curricular units 1st sem (enrolled) 16.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 12.07692308, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 13.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.09090909, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 43.0, Father's qualification 1.0, Mother's occupation 153.0, Father's occupation 135.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 1.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 16.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 16.0, Curricular units 1st sem (grade) 14.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 6.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 14.88888889, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 109.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 152.0, Father's occupation 171.0, Admission grade 131.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 161.0, Nacionality 22.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 137.9, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 128.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 11.23076923, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 12.77777778, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 123.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 10.98571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.3, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 42.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.62, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 141.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.2125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 133.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 123.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 136.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.51666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.51666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 10.0, Admission grade 112.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 14.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 20.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 3.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 116.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 109.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 5.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 117.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 41.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 137.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 16.13142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.52222222, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 136.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.83857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 138.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 124.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 122.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 129.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.9475, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.9475, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 7.0, Admission grade 155.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 7.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 137.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 114.0, Nacionality 26.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 122.0, Father's occupation 144.0, Admission grade 114.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 6.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 1.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 139.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 22.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 12.7, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 128.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.06666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.06666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 132.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 43.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 129.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 128.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 12.81818182, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 130.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.74625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.74625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 159.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 162.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 2.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 142.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 158.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 153.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 112.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 124.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.5, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 129.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 8.0, Admission grade 136.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 191.0, Father's occupation 193.0, Admission grade 146.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 129.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 140.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 156.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 135.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.9, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.9, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 122.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.81714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.81714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.31428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 164.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 1.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 163.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 107.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 114.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 140.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 126.3, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 193.0, Father's occupation 101.0, Admission grade 126.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 18.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 1.0, Admission grade 123.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.53846154, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 157.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 5.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 157.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 43.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 149.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 53.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 42.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 170.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 11.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 11.0, Curricular units 1st sem (grade) 15.69230769, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 15.55555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 130.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 135.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 12.0, Curricular units 1st sem (enrolled) 17.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 10.0, Curricular units 2nd sem (enrolled) 17.0, Curricular units 2nd sem (evaluations) 22.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 118.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 116.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.88888889, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.95625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 154.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 132.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 130.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.05714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 122.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 123.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 116.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.0625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 111.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 136.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.97142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.97142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 129.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 170.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 134.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 131.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 126.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 130.7, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 109.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 133.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 109.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 106.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.29, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.29, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 10.0, Admission grade 107.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 10.375, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 7.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 10.44444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 14.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 112.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 135.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 145.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.86166667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 126.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 119.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 17.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.43333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.43333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 113.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 11.36363636, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 111.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 34.0, Mother's occupation 4.0, Father's occupation 0.0, Admission grade 130.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 1.0, Curricular units 1st sem (evaluations) 1.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 149.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 140.2, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 113.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 99.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 124.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 138.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.44444444, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 120.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 127.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.78, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.78, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 126.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.11, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 15.11, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 126.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 153.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 138.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.79857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 15.79857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.77571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 101.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.16, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.16, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 101.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 7.0, Admission grade 126.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 129.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 138.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 146.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 129.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 113.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 144.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 3.0, Admission grade 141.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.48571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.48571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 17.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 117.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 10.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 153.0, Nacionality 6.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 131.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.71666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.71666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 133.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 115.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.97142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.97142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 129.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 2.0, Admission grade 135.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 112.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 22.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.30769231, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 130.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 131.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.368, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.44875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 140.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.08428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.08428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 27.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 114.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 127.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 115.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 118.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 11.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 0.0, Admission grade 111.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 124.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 7.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 99.0, Father's occupation 99.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 5.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 3.0, Curricular units 1st sem (evaluations) 3.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 16.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 3.0, Curricular units 2nd sem (evaluations) 3.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 12.0, Previous qualification (grade) 114.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 99.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 113.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.15, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 123.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.74444444, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.8375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 3.0, Admission grade 101.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 120.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 154.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 44.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 146.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 26.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 13.4173913, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 26.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 13.4173913, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 159.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 26.0, Mother's occupation 0.0, Father's occupation 6.0, Admission grade 160.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 15.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 34.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 10.0, Father's qualification 19.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 135.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 4.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 143.8, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 6.0, Father's occupation 7.0, Admission grade 116.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 113.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.24285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.24285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 150.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 115.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.075, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.05, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 131.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 22.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 43.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 100.0, Mother's qualification 19.0, Father's qualification 22.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 33.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 143.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 115.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.55714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 145.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 140.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 38.0, Mother's occupation 0.0, Father's occupation 5.0, Admission grade 108.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 0.0, Father's occupation 5.0, Admission grade 114.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 4.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 5.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 121.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 123.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 116.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.09333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 163.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 155.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 129.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.07142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.07142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 128.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 121.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 148.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 125.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.2575, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 131.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.15, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.51125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 121.8, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 107.7, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 44.0, Father's qualification 40.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 115.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 36.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 139.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.8, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 0.0, Father's occupation 7.0, Admission grade 133.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 123.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 134.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 0.0, Admission grade 110.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 154.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 22.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 20.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 24.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 39.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 132.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 4.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 127.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 117.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 127.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 125.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.51428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.51428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 2.0, Admission grade 140.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.71428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 5.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 118.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 120.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.74428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.74428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 191.0, Father's occupation 154.0, Admission grade 95.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 122.2, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 3.0, Admission grade 143.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 38.0, Mother's occupation 0.0, Father's occupation 7.0, Admission grade 120.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 134.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.53333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.53333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 142.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 153.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 147.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.65285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.75555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 160.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 103.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 134.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 121.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 142.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 115.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 124.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.3125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 15.6375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 6.0, Admission grade 137.9, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 4.0, Curricular units 1st sem (evaluations) 4.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 2.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 128.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 135.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 16.0, Application order 4.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 121.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 38.0, Mother's occupation 0.0, Father's occupation 4.0, Admission grade 147.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 168.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 149.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 17.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 16.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 144.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 116.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 8.0, Admission grade 120.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.92727273, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 0.0, Admission grade 141.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 119.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 4.0, Admission grade 118.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 134.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 45.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 36.0, Father's qualification 36.0, Mother's occupation 99.0, Father's occupation 5.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 3.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 5.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 115.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.95, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.7375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 120.7, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 139.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 130.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.99285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.99285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 113.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 107.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 125.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 121.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.01666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.01666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 90.0, Admission grade 127.2, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 3.0, Father's occupation 2.0, Admission grade 160.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 16.14285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 51.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 141.5, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.32714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.32714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 111.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 111.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 39.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 136.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.71428571, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 154.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 12.72727273, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 4.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 111.4, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 120.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 39.0, International 0.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 11.91666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 8.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 3.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 41.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 10.0, Curricular units 1st sem (grade) 14.3, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 14.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 100.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 40.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.832, Curricular units 1st sem (without evaluations) 4.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.832, Curricular units 2nd sem (without evaluations) 4.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 112.0, Nacionality 1.0, Mother's qualification 9.0, Father's qualification 22.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 106.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 144.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 151.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 113.7, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 121.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 116.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 4.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 10.0, Curricular units 1st sem (enrolled) 16.0, Curricular units 1st sem (evaluations) 24.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 13.84615385, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 7.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 12.55555556, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 122.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.41285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.41285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 115.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 117.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.75, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 120.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.54571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.54571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 141.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 48.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 2.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 9.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 9.0, Curricular units 1st sem (grade) 12.22222222, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 9.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 9.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 120.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.28571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 138.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.55555556, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 121.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.42857143, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 116.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 5.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 131.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 142.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 4.0, Admission grade 141.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 138.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 1.0, Father's occupation 4.0, Admission grade 127.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 15.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 127.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.51428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.51428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 118.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 134.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 133.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 114.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 5.0, Admission grade 116.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 7.0, Admission grade 125.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 137.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 111.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 105.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 124.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 132.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 9556.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 110.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 10.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 2.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 134.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 136.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 160.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 2.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 3.0, Admission grade 128.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 12.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 148.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 10.92307692, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 7.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 12.18181818, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 130.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 126.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.62857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.9125, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 119.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 118.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 12.0, Curricular units 1st sem (enrolled) 18.0, Curricular units 1st sem (evaluations) 25.0, Curricular units 1st sem (approved) 18.0, Curricular units 1st sem (grade) 13.73684211, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 10.0, Curricular units 2nd sem (enrolled) 13.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 13.75, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 7.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 19.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 11.625, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 10.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 116.3, Displaced 1.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 133.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 150.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 118.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 110.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 13.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 10.76923077, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 139.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 148.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 7.0, Father's occupation 5.0, Admission grade 138.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 3.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 127.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 1.0, Father's occupation 7.0, Admission grade 114.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 123.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 3.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 14.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 39.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 124.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 19.0, Curricular units 1st sem (enrolled) 21.0, Curricular units 1st sem (evaluations) 21.0, Curricular units 1st sem (approved) 21.0, Curricular units 1st sem (grade) 12.47619048, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 13.0, Curricular units 2nd sem (enrolled) 19.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 19.0, Curricular units 2nd sem (grade) 12.21052632, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9119.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 119.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 121.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 43.0, Father's qualification 3.0, Mother's occupation 123.0, Father's occupation 123.0, Admission grade 110.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 118.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 161.0, Nacionality 41.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 163.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 6.0, Curricular units 1st sem (enrolled) 12.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 15.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 4.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 11.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 121.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 15.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 135.0, Nacionality 26.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 135.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 147.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 17.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 118.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 105.3, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 139.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 7.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 8.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 18.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 12.84615385, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 7.0, Curricular units 2nd sem (enrolled) 11.0, Curricular units 2nd sem (evaluations) 19.0, Curricular units 2nd sem (approved) 10.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 39.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 127.5, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 12.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 31.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 124.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 113.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.85714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 37.0, Mother's occupation 8.0, Father's occupation 9.0, Admission grade 118.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 135.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.2, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 147.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 8.0, Admission grade 135.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.71428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 133.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 123.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 6.0, Admission grade 118.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 129.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 117.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 17.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 17.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 114.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 127.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 42.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 37.0, Mother's occupation 2.0, Father's occupation 6.0, Admission grade 130.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 13.29166667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 13.29166667, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 2.0, Admission grade 116.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.5, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 130.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.24, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.24, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 104.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 128.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.06, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.57142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 10.0, Admission grade 141.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 2.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 107.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 19.0, Mother's occupation 5.0, Father's occupation 5.0, Admission grade 102.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 16.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 10.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 5.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 129.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 2.0, Father's occupation 9.0, Admission grade 119.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.10571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.6625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 5.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 6.0, Admission grade 126.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.47142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.47142857, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 3.0, Admission grade 140.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 17.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.85714286, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 131.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 137.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 142.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 146.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 10.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.8, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 4.0, Father's qualification 19.0, Mother's occupation 2.0, Father's occupation 5.0, Admission grade 162.1, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 16.16666667, Curricular units 1st sem (without evaluations) 2.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.28571429, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 35.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 31.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 12.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 133.3, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 5.0, Admission grade 124.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 8.9, Inflation rate 1.4, GDP 3.51",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 133.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.96666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.96666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 3.0, Mother's occupation 2.0, Father's occupation 3.0, Admission grade 141.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 13.3475, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.3475, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 90.0, Admission grade 128.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 0.0, Father's occupation 0.0, Admission grade 115.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 10.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 13.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 123.6, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.75, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 117.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 120.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 127.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 127.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.57142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 14.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 134.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 1.0, Father's occupation 1.0, Admission grade 120.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.7, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 2.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 3.0, Course 171.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 3.0, Mother's occupation 5.0, Father's occupation 2.0, Admission grade 133.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 0.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 0.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 3.0, Admission grade 113.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.17571429, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.925, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9003.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 12.0, Father's qualification 12.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 126.1, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 121.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 10.83333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 5.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 40.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 9.0, Admission grade 150.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.74285714, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.74285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 161.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 100.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 6.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 127.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 12.21714286, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.11875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 103.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 14.0, Curricular units 1st sem (enrolled) 15.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 14.0, Curricular units 1st sem (grade) 11.07142857, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 12.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 16.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 131.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.42857143, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 13.25, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 110.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 133.9, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 2.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.325, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 11.325, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 8.0, Admission grade 121.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 15.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 15.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 2.0, Course 8014.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 141.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 150.5, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 15.625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 34.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 139.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 2.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 14.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 122.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 193.0, Father's occupation 194.0, Admission grade 112.6, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 0.0, Curricular units 1st sem (approved) 0.0, Curricular units 1st sem (grade) 0.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 0.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 1.0, Course 9670.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 118.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 38.0, Mother's occupation 8.0, Father's occupation 7.0, Admission grade 115.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 1.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 131.8, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 29.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 10.16666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 2.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 122.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 42.0, International 0.0, Curricular units 1st sem (credited) 13.0, Curricular units 1st sem (enrolled) 13.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 13.0, Curricular units 1st sem (grade) 11.92307692, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 12.0, Curricular units 2nd sem (enrolled) 12.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9238.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 167.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 7.0, Admission grade 156.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 14.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.14285714, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 132.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 7.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 130.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 130.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 32.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 13.76111111, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 12.06375, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 151.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 138.4, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 11.25, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 146.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 27.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 10.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 168.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 166.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 8.0, Curricular units 1st sem (grade) 14.88875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 8.0, Curricular units 2nd sem (grade) 14.88875, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 153.0, Nacionality 1.0, Mother's qualification 34.0, Father's qualification 34.0, Mother's occupation 99.0, Father's occupation 99.0, Admission grade 133.1, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.16666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.4, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 131.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 121.9, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 5.0, Application order 4.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 116.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 8.0, Admission grade 110.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 39.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 7.0, Father's occupation 9.0, Admission grade 121.4, Displaced 0.0, Educational special needs 1.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 26.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 4.0, Curricular units 2nd sem (grade) 12.25, Curricular units 2nd sem (without evaluations) 2.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9254.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 137.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 22.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 9.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.875, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 3.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 37.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 10.75, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 7.0, Application order 1.0, Course 9085.0, Daytime/evening attendance 1.0, Previous qualification 3.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 37.0, Mother's occupation 90.0, Father's occupation 90.0, Admission grade 140.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 24.0, International 0.0, Curricular units 1st sem (credited) 3.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 10.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 14.66666667, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 5.0, Curricular units 2nd sem (approved) 0.0, Curricular units 2nd sem (grade) 0.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 18.0, Application order 2.0, Course 9853.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 168.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 126.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 12.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 17.0, Application order 3.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 4.0, Father's occupation 10.0, Admission grade 124.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 11.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.4125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 11.2625, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 2.0, Father's qualification 1.0, Mother's occupation 8.0, Father's occupation 8.0, Admission grade 120.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 28.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 12.0, Curricular units 1st sem (approved) 1.0, Curricular units 1st sem (grade) 11.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 10.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 4.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 160.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 7.0, Admission grade 133.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 8.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.31428571, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 14.31428571, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 145.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 38.0, Mother's occupation 5.0, Father's occupation 7.0, Admission grade 127.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 138.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 19.0, Mother's occupation 4.0, Father's occupation 4.0, Admission grade 131.7, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.28571429, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 39.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 100.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 133.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 47.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.4, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 11.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 2.0, Application mode 43.0, Application order 1.0, Course 9991.0, Daytime/evening attendance 0.0, Previous qualification 1.0, Previous qualification (grade) 140.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 4.0, Father's occupation 1.0, Admission grade 122.7, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 38.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 14.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 14.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 124.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 19.0, Mother's occupation 9.0, Father's occupation 4.0, Admission grade 121.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 1.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 10.8, Inflation rate 1.4, GDP 1.74",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 150.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 3.0, Admission grade 150.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 21.0, International 0.0, Curricular units 1st sem (credited) 1.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 11.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 13.33333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 19.0, Father's qualification 19.0, Mother's occupation 7.0, Father's occupation 8.0, Admission grade 133.4, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 1.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 4.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 4.0, Curricular units 1st sem (grade) 13.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 7.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.2, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 1.0, Course 33.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 143.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 10.0, Admission grade 121.2, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 25.0, International 0.0, Curricular units 1st sem (credited) 5.0, Curricular units 1st sem (enrolled) 10.0, Curricular units 1st sem (evaluations) 13.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 2.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.4, Inflation rate 0.5, GDP 1.79",Enrolled
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9130.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 137.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 5.0, Admission grade 129.3, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 11.8, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 11.6, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 4.0, Application mode 39.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 19.0, Previous qualification (grade) 133.1, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 6.0, Father's occupation 6.0, Admission grade 117.8, Displaced 0.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 46.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 14.0, Curricular units 1st sem (approved) 3.0, Curricular units 1st sem (grade) 12.33333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 7.0, Curricular units 2nd sem (evaluations) 12.0, Curricular units 2nd sem (approved) 3.0, Curricular units 2nd sem (grade) 11.08333333, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 43.0, Application order 2.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 136.0, Nacionality 1.0, Mother's qualification 38.0, Father's qualification 38.0, Mother's occupation 9.0, Father's occupation 5.0, Admission grade 131.3, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 23.0, International 0.0, Curricular units 1st sem (credited) 11.0, Curricular units 1st sem (enrolled) 14.0, Curricular units 1st sem (evaluations) 15.0, Curricular units 1st sem (approved) 12.0, Curricular units 1st sem (grade) 12.625, Curricular units 1st sem (without evaluations) 1.0, Curricular units 2nd sem (credited) 11.0, Curricular units 2nd sem (enrolled) 14.0, Curricular units 2nd sem (evaluations) 15.0, Curricular units 2nd sem (approved) 12.0, Curricular units 2nd sem (grade) 12.625, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 7.6, Inflation rate 2.6, GDP 0.32",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 132.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 133.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 13.83333333, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 44.0, Application order 1.0, Course 9070.0, Daytime/evening attendance 1.0, Previous qualification 39.0, Previous qualification (grade) 120.0, Nacionality 1.0, Mother's qualification 3.0, Father's qualification 38.0, Mother's occupation 3.0, Father's occupation 9.0, Admission grade 120.0, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 2.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.5, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 5.0, Curricular units 2nd sem (enrolled) 9.0, Curricular units 2nd sem (evaluations) 10.0, Curricular units 2nd sem (approved) 7.0, Curricular units 2nd sem (grade) 13.14285714, Curricular units 2nd sem (without evaluations) 1.0, Unemployment rate 16.2, Inflation rate 0.3, GDP -0.92",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 6.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 125.0, Nacionality 1.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 5.0, Father's occupation 4.0, Admission grade 122.2, Displaced 0.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 1.0, Scholarship holder 0.0, Age at enrollment 19.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 7.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.6, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 8.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.66666667, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 15.5, Inflation rate 2.8, GDP -4.06",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 2.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 120.0, Nacionality 105.0, Mother's qualification 1.0, Father's qualification 1.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 119.0, Displaced 1.0, Educational special needs 0.0, Debtor 1.0, Tuition fees up to date 0.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 18.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 6.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 12.0, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 2.0, Curricular units 2nd sem (grade) 11.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 11.1, Inflation rate 0.6, GDP 2.02",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9500.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 154.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 9.0, Father's occupation 9.0, Admission grade 149.5, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 30.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 7.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 7.0, Curricular units 1st sem (grade) 14.9125, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 8.0, Curricular units 2nd sem (evaluations) 9.0, Curricular units 2nd sem (approved) 1.0, Curricular units 2nd sem (grade) 13.5, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 13.9, Inflation rate -0.3, GDP 0.79",Dropout
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 1.0, Application order 1.0, Course 9147.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 180.0, Nacionality 1.0, Mother's qualification 37.0, Father's qualification 37.0, Mother's occupation 7.0, Father's occupation 4.0, Admission grade 153.8, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 1.0, Age at enrollment 20.0, International 0.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 5.0, Curricular units 1st sem (evaluations) 5.0, Curricular units 1st sem (approved) 5.0, Curricular units 1st sem (grade) 13.8, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 5.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 5.0, Curricular units 2nd sem (grade) 12.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 9.4, Inflation rate -0.8, GDP -3.12",Graduate
"Perform multiclass classification with the given features. It can be one of 'Dropout', 'Graduate', 'Enrolled'.","Marital Status 1.0, Application mode 10.0, Application order 1.0, Course 9773.0, Daytime/evening attendance 1.0, Previous qualification 1.0, Previous qualification (grade) 152.0, Nacionality 22.0, Mother's qualification 38.0, Father's qualification 37.0, Mother's occupation 5.0, Father's occupation 9.0, Admission grade 152.0, Displaced 1.0, Educational special needs 0.0, Debtor 0.0, Tuition fees up to date 1.0, Gender 0.0, Scholarship holder 0.0, Age at enrollment 22.0, International 1.0, Curricular units 1st sem (credited) 0.0, Curricular units 1st sem (enrolled) 6.0, Curricular units 1st sem (evaluations) 8.0, Curricular units 1st sem (approved) 6.0, Curricular units 1st sem (grade) 11.66666667, Curricular units 1st sem (without evaluations) 0.0, Curricular units 2nd sem (credited) 0.0, Curricular units 2nd sem (enrolled) 6.0, Curricular units 2nd sem (evaluations) 6.0, Curricular units 2nd sem (approved) 6.0, Curricular units 2nd sem (grade) 13.0, Curricular units 2nd sem (without evaluations) 0.0, Unemployment rate 12.7, Inflation rate 3.7, GDP -1.7",Graduate