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
391
0.475
0.375
0.125
0.593
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0.115
0.18
0
0
1
10
9.790274
DecisionTreeRegressor
11,033,800
965,700
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10
9.790274
DecisionTreeRegressor
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DecisionTreeRegressor
11,033,800
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DecisionTreeRegressor
11,033,800
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11
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DecisionTreeRegressor
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15
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DecisionTreeRegressor
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DecisionTreeRegressor
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DecisionTreeRegressor
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DecisionTreeRegressor
11,033,800
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5,772
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11
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DecisionTreeRegressor
11,033,800
965,700
5,772
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20
10.944785
DecisionTreeRegressor
11,033,800
965,700
5,772
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1
0
13
8
DecisionTreeRegressor
11,033,800
965,700
5,772
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0
0
1
13
11.901235
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
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0
1
0
10
7.353383
DecisionTreeRegressor
11,033,800
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5,772
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-1
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0
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15
13.741573
DecisionTreeRegressor
11,033,800
965,700
5,772
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-1
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1
0
9
7.353383
DecisionTreeRegressor
11,033,800
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5,772
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-1
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0
1
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10
7.353383
DecisionTreeRegressor
11,033,800
965,700
5,772
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0
1
0
16
11.901235
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
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512
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0.181
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1
0
0
10
9.790274
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
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514
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0.08
0.031
0.0215
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1
0
0
5
6.272727
DecisionTreeRegressor
11,033,800
965,700
5,772
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-1
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518
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0.045
0
0
1
4
6.153846
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
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521
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0.1885
0.0845
0.0385
0.055
1
0
0
5
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
531
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0.13
0.458
0.192
0.1055
0.13
1
0
0
13
10.089286
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
536
0.52
0.405
0.14
0.5775
0.2
0.145
0.179
0
1
0
11
10.588889
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
542
0.42
0.325
0.115
0.2885
0.1
0.057
0.1135
0
0
1
15
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
546
0.255
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0.065
0.08
0.0315
0.018
0.027
0
0
1
8
5.052632
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
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560
0.44
0.34
0.105
0.364
0.148
0.0805
0.1175
1
0
0
8
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
565
0.35
0.255
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0.0705
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0
0
1
10
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
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567
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0.125
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0
1
0
12
7.353383
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
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575
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0.2355
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1
0
0
11
10.944785
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
576
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0
1
0
10
9.910596
DecisionTreeRegressor
11,033,800
965,700
5,772
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577
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1
0
0
10
9.910596
DecisionTreeRegressor
11,033,800
965,700
5,772
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-1
1
578
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0.255
0
1
0
11
11.901235
DecisionTreeRegressor
11,033,800
965,700
5,772
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-1
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582
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1.4635
0.6615
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1
0
0
19
11.104895
DecisionTreeRegressor
11,033,800
965,700
5,772
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-1
1
584
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0.363
0.1735
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0.11
1
0
0
11
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
588
0.45
0.335
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0.4625
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0.076
0.15
0
0
1
14
10.089286
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
590
0.51
0.4
0.15
0.745
0.2865
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0.235
0
1
0
13
9.790274
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
592
0.525
0.41
0.175
0.874
0.3585
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0.205
0
1
0
18
9.790274
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
593
0.66
0.52
0.18
1.514
0.526
0.2975
0.42
1
0
0
19
13.741573
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
594
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0.42
0.15
0.6995
0.2575
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0.24
0
0
1
12
9.790274
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
595
0.575
0.455
0.18
0.8525
0.3015
0.1825
0.3
0
1
0
13
13.912088
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
601
0.385
0.315
0.11
0.286
0.1225
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1
0
0
10
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
607
0.485
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0.13
0.458
0.181
0.113
0.136
0
1
0
10
8
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
610
0.44
0.345
0.17
0.4085
0.15
0.0825
0.1515
1
0
0
12
10.089286
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
612
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0.155
0.0475
0.0355
0.06
0
0
1
9
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
613
0.495
0.37
0.125
0.4775
0.185
0.0705
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0
1
0
18
10.588889
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
617
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0.24
0.085
0.17
0.0655
0.047
0.049
0
0
1
7
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
630
0.475
0.365
0.115
0.49
0.223
0.1235
0.1335
0
1
0
9
8
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
632
0.46
0.365
0.125
0.467
0.1895
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0
0
1
10
10.089286
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
636
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0.235
0.1
0.258
0.1055
0.054
0.08
0
0
1
7
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
646
0.33
0.215
0.075
0.1145
0.045
0.0265
0.035
0
0
1
6
5.686275
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
647
0.48
0.375
0.145
0.777
0.216
0.13
0.17
0
0
1
9
13.916667
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
650
0.255
0.18
0.065
0.079
0.034
0.014
0.025
0
0
1
5
5.052632
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
653
0.31
0.225
0.08
0.1345
0.054
0.024
0.05
0
0
1
7
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
655
0.295
0.215
0.075
0.129
0.05
0.0295
0.04
0
0
1
7
5.686275
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
656
0.555
0.435
0.165
0.97
0.336
0.2315
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1
0
0
17
13.912088
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
657
0.615
0.515
0.17
1.14
0.4305
0.2245
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1
0
0
16
13.741573
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
663
0.38
0.305
0.105
0.281
0.1045
0.0615
0.09
1
0
0
12
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
671
0.5
0.38
0.155
0.655
0.2405
0.143
0.205
1
0
0
17
13.916667
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
672
0.53
0.41
0.165
0.8115
0.24
0.169
0.24
1
0
0
19
13.916667
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
681
0.485
0.37
0.14
0.5725
0.204
0.1415
0.175
0
0
1
10
10.588889
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
684
0.51
0.4
0.14
0.6515
0.2455
0.1665
0.185
0
0
1
10
13.916667
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
693
0.38
0.29
0.12
0.283
0.1175
0.0655
0.085
0
0
1
9
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
698
0.43
0.335
0.12
0.444
0.155
0.1145
0.14
1
0
0
13
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
699
0.395
0.315
0.105
0.3515
0.1185
0.091
0.1195
1
0
0
16
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
700
0.385
0.285
0.105
0.2905
0.1215
0.0685
0.0875
0
0
1
12
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
703
0.395
0.295
0.115
0.316
0.1205
0.0595
0.1105
0
0
1
12
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
705
0.415
0.325
0.14
0.417
0.1535
0.1015
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0
0
1
10
10.089286
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
709
0.295
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0.1105
0.0405
0.0245
0.032
0
1
0
7
5.686275
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
711
0.375
0.3
0.1
0.2465
0.104
0.0475
0.083
0
0
1
11
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
715
0.275
0.2
0.065
0.1035
0.0475
0.0205
0.03
0
1
0
7
5.686275
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
723
0.525
0.41
0.13
0.99
0.3865
0.243
0.295
0
0
1
15
13.912088
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
727
0.48
0.375
0.105
0.525
0.2185
0.1195
0.155
1
0
0
12
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
734
0.525
0.425
0.12
0.8665
0.2825
0.176
0.29
0
0
1
18
11.901235
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
743
0.52
0.405
0.14
0.8175
0.2795
0.183
0.26
1
0
0
17
11.901235
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
747
0.52
0.385
0.14
0.6595
0.2485
0.2035
0.16
0
0
1
9
10.125
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
756
0.615
0.525
0.155
1.1375
0.367
0.236
0.37
0
0
1
20
13.912088
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
758
0.57
0.44
0.155
1.116
0.4775
0.2315
0.27
0
0
1
13
9.910596
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
762
0.54
0.44
0.135
0.959
0.2385
0.221
0.3
1
0
0
17
13.912088
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
763
0.64
0.51
0.19
1.613
0.6215
0.361
0.47
0
0
1
14
12.473988
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
767
0.345
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0.095
0.197
0.0665
0.05
0.07
0
0
1
9
8.949153
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
770
0.53
0.455
0.165
0.9805
0.3155
0.2815
0.2965
1
0
0
11
13.912088
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
773
0.455
0.34
0.135
0.462
0.1675
0.158
0.12
0
0
1
9
10.089286
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
785
0.55
0.415
0.175
1.042
0.3295
0.2325
0.2905
0
0
1
15
11.901235
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
786
0.515
0.39
0.13
0.5755
0.1975
0.13
0.1845
1
0
0
9
10.588889
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
808
0.44
0.34
0.13
0.4195
0.153
0.1155
0.13
1
0
0
10
10.089286
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
815
0.325
0.25
0.08
0.1735
0.0765
0.0345
0.049
0
1
0
7
6.798817
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
825
0.395
0.29
0.095
0.319
0.138
0.08
0.082
0
1
0
7
6.798817
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
833
0.445
0.335
0.1
0.4895
0.2745
0.086
0.1105
0
1
0
7
7.353383
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
838
0.48
0.365
0.135
0.6395
0.2945
0.113
0.175
1
0
0
8
9.790274
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
839
0.485
0.355
0.105
0.498
0.2175
0.096
0.1525
0
1
0
9
8.855769
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
842
0.5
0.4
0.125
0.5975
0.27
0.1275
0.166
0
0
1
9
7.87931
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
853
0.57
0.455
0.15
0.952
0.3895
0.2155
0.2745
0
0
1
9
11.901235
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
869
0.615
0.51
0.15
1.296
0.545
0.3315
0.32
0
0
1
9
10.944785
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
871
0.62
0.505
0.16
1.3725
0.6285
0.275
0.3685
1
0
0
11
10.944785
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
877
0.635
0.5
0.15
1.376
0.6495
0.361
0.31
1
0
0
10
9.910596
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
878
0.635
0.485
0.165
1.2945
0.668
0.2605
0.2715
1
0
0
9
9.910596
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
879
0.64
0.51
0.165
1.486
0.7595
0.332
0.321
1
0
0
8
10.944785
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
884
0.66
0.52
0.19
1.558
0.755
0.298
0.4
0
0
1
10
11.104895
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1
885
0.67
0.585
0.16
1.309
0.5445
0.2945
0.413
1
0
0
10
13.741573
DecisionTreeRegressor
11,033,800
965,700
5,772
5
-1
1