instance
int64
11
4.17k
Length
float64
0.08
0.78
Diameter
float64
0.06
0.62
Height
float64
0.01
0.52
Whole_weight
float64
0
2.55
Shucked_weight
float64
0
1.19
Viscera_weight
float64
0
0.64
Shell_weight
float64
0
1.01
Sex_F
int64
0
1
Sex_I
int64
0
1
Sex_M
int64
0
1
real
int64
1
26
prediction
float64
2.67
27
model
stringclasses
5 values
cpu_training_time
int64
9M
27.1B
cpu_prediction_time
int64
966k
167M
memory_usage
int64
2.31k
71.4M
max_depth
int64
3
11
learning_rate
float64
-1
0.1
n_estimators
int64
1
1k
698
0.43
0.335
0.12
0.444
0.155
0.1145
0.14
1
0
0
13
7
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
699
0.395
0.315
0.105
0.3515
0.1185
0.091
0.1195
1
0
0
16
9.933333
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
700
0.385
0.285
0.105
0.2905
0.1215
0.0685
0.0875
0
0
1
12
8.75
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
703
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0.295
0.115
0.316
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0.0595
0.1105
0
0
1
12
6.75
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
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705
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0.1535
0.1015
0.144
0
0
1
10
10
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
709
0.295
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0.1105
0.0405
0.0245
0.032
0
1
0
7
5
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
711
0.375
0.3
0.1
0.2465
0.104
0.0475
0.083
0
0
1
11
9.15
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
715
0.275
0.2
0.065
0.1035
0.0475
0.0205
0.03
0
1
0
7
5
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
723
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0.41
0.13
0.99
0.3865
0.243
0.295
0
0
1
15
17
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
727
0.48
0.375
0.105
0.525
0.2185
0.1195
0.155
1
0
0
12
8
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
734
0.525
0.425
0.12
0.8665
0.2825
0.176
0.29
0
0
1
18
13.695652
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
743
0.52
0.405
0.14
0.8175
0.2795
0.183
0.26
1
0
0
17
13.695652
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
747
0.52
0.385
0.14
0.6595
0.2485
0.2035
0.16
0
0
1
9
10
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
756
0.615
0.525
0.155
1.1375
0.367
0.236
0.37
0
0
1
20
11.666667
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
758
0.57
0.44
0.155
1.116
0.4775
0.2315
0.27
0
0
1
13
9.422535
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
762
0.54
0.44
0.135
0.959
0.2385
0.221
0.3
1
0
0
17
23
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
763
0.64
0.51
0.19
1.613
0.6215
0.361
0.47
0
0
1
14
9.6
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
767
0.345
0.27
0.095
0.197
0.0665
0.05
0.07
0
0
1
9
9.666667
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
770
0.53
0.455
0.165
0.9805
0.3155
0.2815
0.2965
1
0
0
11
12.333333
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
773
0.455
0.34
0.135
0.462
0.1675
0.158
0.12
0
0
1
9
10
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
785
0.55
0.415
0.175
1.042
0.3295
0.2325
0.2905
0
0
1
15
16
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
786
0.515
0.39
0.13
0.5755
0.1975
0.13
0.1845
1
0
0
9
9
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
808
0.44
0.34
0.13
0.4195
0.153
0.1155
0.13
1
0
0
10
10
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
815
0.325
0.25
0.08
0.1735
0.0765
0.0345
0.049
0
1
0
7
5
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
825
0.395
0.29
0.095
0.319
0.138
0.08
0.082
0
1
0
7
6.673913
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
833
0.445
0.335
0.1
0.4895
0.2745
0.086
0.1105
0
1
0
7
6.744186
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
838
0.48
0.365
0.135
0.6395
0.2945
0.113
0.175
1
0
0
8
9.903226
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
839
0.485
0.355
0.105
0.498
0.2175
0.096
0.1525
0
1
0
9
8.159091
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
842
0.5
0.4
0.125
0.5975
0.27
0.1275
0.166
0
0
1
9
8.833333
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
853
0.57
0.455
0.15
0.952
0.3895
0.2155
0.2745
0
0
1
9
11
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
869
0.615
0.51
0.15
1.296
0.545
0.3315
0.32
0
0
1
9
10.521127
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
871
0.62
0.505
0.16
1.3725
0.6285
0.275
0.3685
1
0
0
11
10.679245
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
877
0.635
0.5
0.15
1.376
0.6495
0.361
0.31
1
0
0
10
11.5
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
878
0.635
0.485
0.165
1.2945
0.668
0.2605
0.2715
1
0
0
9
9.422535
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
879
0.64
0.51
0.165
1.486
0.7595
0.332
0.321
1
0
0
8
9.987952
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
884
0.66
0.52
0.19
1.558
0.755
0.298
0.4
0
0
1
10
11
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
885
0.67
0.585
0.16
1.309
0.5445
0.2945
0.413
1
0
0
10
12
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
887
0.675
0.525
0.155
1.4785
0.628
0.3405
0.42
1
0
0
9
10.744681
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
890
0.695
0.56
0.22
1.834
0.8455
0.422
0.455
1
0
0
11
11.166667
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
897
0.265
0.195
0.06
0.092
0.0345
0.025
0.0245
0
1
0
6
4
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
898
0.28
0.12
0.075
0.117
0.0455
0.029
0.0345
0
1
0
4
6.4
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
899
0.295
0.23
0.08
0.1625
0.065
0.05
0.0385
0
1
0
5
9
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
915
0.375
0.28
0.09
0.215
0.084
0.06
0.055
0
1
0
6
6.444444
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
921
0.42
0.32
0.115
0.376
0.169
0.092
0.1
0
1
0
5
7.5
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
924
0.425
0.315
0.1
0.377
0.1645
0.072
0.105
0
1
0
6
6.744186
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
926
0.43
0.325
0.09
0.425
0.217
0.087
0.095
0
1
0
7
8
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
927
0.435
0.325
0.12
0.3995
0.1815
0.061
0.1125
0
1
0
8
11
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
935
0.45
0.345
0.11
0.47
0.2355
0.0855
0.1135
0
1
0
7
11
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
936
0.45
0.335
0.105
0.447
0.2335
0.153
0.119
0
1
0
7
7.289474
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
938
0.455
0.375
0.12
0.497
0.2355
0.1055
0.1295
0
1
0
6
7.85
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
939
0.46
0.36
0.1
0.4635
0.2325
0.093
0.115
0
1
0
7
7.289474
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
946
0.47
0.365
0.12
0.582
0.29
0.092
0.146
1
0
0
8
8
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
948
0.475
0.36
0.12
0.5915
0.3245
0.11
0.127
1
0
0
6
8
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
952
0.48
0.365
0.12
0.6015
0.312
0.117
0.14
0
0
1
7
7.454545
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
954
0.49
0.385
0.125
0.649
0.32
0.124
0.1695
0
0
1
8
8.637931
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
956
0.495
0.4
0.135
0.61
0.272
0.1435
0.144
0
0
1
7
8
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
961
0.505
0.39
0.13
0.674
0.3165
0.141
0.1785
1
0
0
9
8.637931
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
969
0.51
0.41
0.145
0.796
0.3865
0.1815
0.1955
0
0
1
8
8.892857
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
970
0.515
0.43
0.14
0.834
0.367
0.2
0.23
1
0
0
8
9.294118
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
977
0.535
0.4
0.135
0.8215
0.3935
0.196
0.205
1
0
0
8
8.892857
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
981
0.55
0.43
0.14
0.8105
0.368
0.161
0.275
1
0
0
9
15.75
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
982
0.56
0.455
0.16
0.967
0.4525
0.207
0.274
1
0
0
9
9.422535
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
991
0.58
0.46
0.15
1.1155
0.5575
0.2255
0.29
1
0
0
7
8.444444
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,012
0.625
0.49
0.175
1.3325
0.5705
0.271
0.405
0
0
1
10
10
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,013
0.625
0.475
0.175
1.1435
0.4755
0.2475
0.349
1
0
0
10
9.272727
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,015
0.625
0.485
0.2
1.38
0.5845
0.302
0.401
1
0
0
9
11
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,020
0.635
0.525
0.185
1.4065
0.684
0.3
0.3745
0
0
1
10
10.679245
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,025
0.645
0.52
0.175
1.636
0.779
0.342
0.432
0
0
1
11
10.744681
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,027
0.645
0.505
0.165
1.4325
0.684
0.308
0.336
1
0
0
8
9.987952
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,031
0.65
0.495
0.16
1.304
0.57
0.312
0.3725
0
0
1
9
10.679245
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,032
0.65
0.52
0.21
1.6785
0.6665
0.308
0.46
0
0
1
11
9.6
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,035
0.655
0.51
0.175
1.6525
0.8515
0.3365
0.403
1
0
0
10
10.744681
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,056
0.2
0.155
0.04
0.0435
0.0155
0.009
0.007
0
1
0
4
3.833333
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,058
0.245
0.18
0.065
0.071
0.03
0.013
0.0215
0
1
0
4
5.2
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,059
0.25
0.18
0.065
0.0685
0.0245
0.0155
0.0225
0
1
0
5
5.2
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,068
0.37
0.28
0.1
0.221
0.1165
0.0265
0.0635
0
1
0
6
6
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,073
0.405
0.3
0.11
0.32
0.172
0.044
0.093
0
1
0
7
7.444444
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,076
0.42
0.3
0.105
0.316
0.1255
0.07
0.1035
0
1
0
7
6.744186
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,077
0.42
0.32
0.11
0.3625
0.174
0.0635
0.105
0
1
0
7
8.333333
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,078
0.42
0.31
0.095
0.279
0.1255
0.051
0.088
0
1
0
6
6.673913
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,088
0.45
0.34
0.12
0.4925
0.241
0.1075
0.12
0
1
0
6
7.85
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,090
0.45
0.33
0.1
0.411
0.1945
0.1
0.098
0
1
0
6
6.744186
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,091
0.45
0.33
0.11
0.3685
0.16
0.0885
0.102
0
1
0
6
7.5
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,099
0.5
0.375
0.14
0.5495
0.248
0.112
0.1585
0
1
0
7
8.159091
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,101
0.5
0.38
0.125
0.519
0.2485
0.1135
0.134
0
1
0
8
7.85
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,108
0.515
0.385
0.125
0.6115
0.3175
0.1265
0.15
0
1
0
8
8.159091
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,112
0.52
0.46
0.15
1.019
0.523
0.1985
0.254
1
0
0
7
9.422535
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,115
0.525
0.405
0.12
0.7555
0.3755
0.1555
0.201
0
0
1
9
8.637931
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,117
0.53
0.4
0.125
0.617
0.279
0.127
0.19
0
1
0
8
9.291667
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,128
0.56
0.44
0.155
0.6405
0.336
0.1765
0.245
1
0
0
8
9.75
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,129
0.56
0.415
0.145
0.852
0.43
0.1885
0.205
0
0
1
8
8.491228
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,133
0.57
0.46
0.15
1.0375
0.5415
0.2035
0.25
0
0
1
9
9.422535
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,146
0.58
0.445
0.135
0.814
0.3775
0.1915
0.22
0
0
1
9
9.294118
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,149
0.58
0.45
0.155
0.93
0.385
0.246
0.265
1
0
0
9
11
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,156
0.6
0.465
0.155
1.0165
0.512
0.2465
0.225
0
0
1
10
9.111111
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,159
0.605
0.48
0.17
1.1835
0.582
0.2365
0.317
0
0
1
10
9.987952
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,162
0.61
0.485
0.145
1.3305
0.783
0.2255
0.2865
0
0
1
9
9.1
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,163
0.61
0.47
0.165
1.052
0.498
0.242
0.267
0
0
1
9
9.422535
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,169
0.62
0.48
0.16
1.1125
0.5635
0.2445
0.281
1
0
0
8
10.28
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
1,170
0.625
0.485
0.175
1.3745
0.7335
0.2715
0.332
1
0
0
9
9.987952
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1