Tymec commited on
Commit
68bf0ed
1 Parent(s): e3c426e

Update notebook and add results

Browse files
Files changed (3) hide show
  1. .gitignore +1 -0
  2. data/proto_results.csv +10 -0
  3. experiment.ipynb +0 -0
.gitignore CHANGED
@@ -197,3 +197,4 @@ pyrightconfig.json
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  data/*
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  !data/slang.json
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  !data/test.csv
 
 
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  data/*
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  !data/slang.json
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  !data/test.csv
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+ !data/proto_results.csv
data/proto_results.csv ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
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+ classifier,accuracy,precision,recall,f1,roc_auc,time_seconds,memory_kb
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+ RandomForestClassifier,0.8095238095238095,0.782608695652174,0.8571428571428571,0.8181818181818182,0.8095238095238095,97.70065259933472,504
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+ VotingClassifier,0.7619047619047619,0.7619047619047619,0.7619047619047619,0.7619047619047619,0.7619047619047619,69.07813119888306,1288
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+ LogisticRegression,0.7380952380952381,0.7272727272727273,0.7619047619047619,0.7441860465116279,0.7380952380952381,0.958601713180542,310
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+ SVC,0.7142857142857143,0.7368421052631579,0.6666666666666666,0.7,0.7142857142857142,0.5618278980255127,244
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+ MLPClassifier,0.7142857142857143,0.7368421052631579,0.6666666666666666,0.7,0.7142857142857142,20.383013010025024,1208
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+ AdaBoostClassifier,0.6904761904761905,0.6538461538461539,0.8095238095238095,0.723404255319149,0.6904761904761905,93.88918781280518,643
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+ GradientBoostingClassifier,0.6904761904761905,0.6538461538461539,0.8095238095238095,0.723404255319149,0.6904761904761905,46.877790212631226,899
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+ KNeighborsClassifier,0.6428571428571429,0.6875,0.5238095238095238,0.5945945945945946,0.6428571428571428,0.4557352066040039,293
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+ DecisionTreeClassifier,0.6190476190476191,0.5714285714285714,0.9523809523809523,0.7142857142857143,0.6190476190476191,0.5328521728515625,324
experiment.ipynb CHANGED
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