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
208
0.525
0.415
0.17
0.8325
0.2755
0.1685
0.31
1
0
0
13
15.55
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
229
0.53
0.415
0.16
0.783
0.2935
0.158
0.245
1
0
0
15
12
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
230
0.555
0.445
0.135
0.836
0.336
0.1625
0.275
0
0
1
13
15.75
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
234
0.44
0.35
0.135
0.435
0.1815
0.083
0.125
0
1
0
12
7
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
236
0.075
0.055
0.01
0.002
0.001
0.0005
0.0015
0
1
0
1
3
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
245
0.35
0.26
0.085
0.174
0.0705
0.0345
0.06
0
1
0
10
6
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
256
0.56
0.45
0.185
1.07
0.3805
0.175
0.41
0
0
1
19
16
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
259
0.59
0.475
0.16
1.1015
0.4775
0.2555
0.295
1
0
0
13
10.52381
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
275
0.655
0.54
0.215
1.844
0.7425
0.327
0.585
0
0
1
22
19
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
279
0.515
0.425
0.135
0.712
0.2665
0.1605
0.25
1
0
0
11
11
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
284
0.515
0.38
0.175
0.9565
0.325
0.158
0.31
0
0
1
14
15.55
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
294
0.6
0.495
0.195
1.0575
0.384
0.19
0.375
0
0
1
26
16
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
300
0.405
0.305
0.095
0.3485
0.1455
0.0895
0.1
1
0
0
9
9
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
301
0.54
0.435
0.175
0.892
0.322
0.174
0.335
1
0
0
13
15.55
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
303
0.36
0.27
0.1
0.217
0.0885
0.0495
0.0715
0
0
1
6
7.85
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
305
0.2
0.145
0.06
0.037
0.0125
0.0095
0.011
0
1
0
4
5
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
307
0.645
0.515
0.24
1.5415
0.471
0.369
0.535
0
0
1
13
16.857143
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
308
0.55
0.41
0.125
0.7605
0.2505
0.1635
0.195
0
0
1
14
9.903226
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
319
0.33
0.255
0.095
0.172
0.066
0.0255
0.06
0
1
0
6
6
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
321
0.19
0.145
0.04
0.038
0.0165
0.0065
0.015
0
1
0
4
6
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
329
0.36
0.28
0.09
0.2255
0.0885
0.04
0.09
0
1
0
8
9
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
330
0.5
0.38
0.155
0.5955
0.2135
0.161
0.2
0
0
1
12
9
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
334
0.74
0.6
0.195
1.974
0.598
0.4085
0.71
1
0
0
16
15
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
338
0.62
0.475
0.185
1.325
0.6045
0.325
0.33
0
0
1
13
9.987952
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
342
0.62
0.465
0.185
1.274
0.579
0.3065
0.32
0
0
1
12
9.987952
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
351
0.585
0.45
0.17
0.8685
0.3325
0.1635
0.27
1
0
0
22
9.583333
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
354
0.635
0.515
0.17
1.275
0.509
0.286
0.34
0
0
1
16
10.521127
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
357
0.645
0.525
0.19
1.8085
0.7035
0.3885
0.395
1
0
0
18
10.744681
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
361
0.59
0.465
0.15
0.997
0.392
0.246
0.34
1
0
0
12
10.863636
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
363
0.6
0.48
0.15
1.029
0.4085
0.2705
0.295
1
0
0
16
10.117647
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
365
0.63
0.515
0.16
1.016
0.4215
0.244
0.355
0
0
1
19
11.666667
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
370
0.65
0.545
0.165
1.566
0.6645
0.3455
0.415
1
0
0
16
10.744681
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
373
0.7
0.575
0.17
1.31
0.5095
0.314
0.42
1
0
0
14
12
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
375
0.675
0.545
0.195
1.7345
0.6845
0.3695
0.605
1
0
0
20
11
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
378
0.565
0.465
0.175
0.995
0.3895
0.183
0.37
0
0
1
15
16.75
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
382
0.485
0.4
0.135
0.663
0.313
0.137
0.2
0
0
1
10
8.637931
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
390
0.415
0.325
0.1
0.3215
0.1535
0.0595
0.105
0
1
0
10
6.744186
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
391
0.475
0.375
0.125
0.593
0.277
0.115
0.18
0
0
1
10
9.903226
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
392
0.47
0.375
0.125
0.5615
0.252
0.137
0.18
1
0
0
10
9.903226
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
395
0.39
0.31
0.1
0.302
0.116
0.064
0.115
0
1
0
11
7.666667
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
396
0.5
0.395
0.14
0.7155
0.3165
0.176
0.24
1
0
0
10
11.25
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
399
0.585
0.455
0.15
0.987
0.4355
0.2075
0.31
0
0
1
11
16.666667
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
410
0.59
0.5
0.165
1.1045
0.4565
0.2425
0.34
0
0
1
15
14.25
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
411
0.585
0.475
0.12
0.945
0.41
0.2115
0.28
0
0
1
14
9.285714
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
414
0.605
0.495
0.17
1.2385
0.528
0.2465
0.39
1
0
0
14
9.785714
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
418
0.63
0.5
0.155
1.005
0.367
0.199
0.36
1
0
0
16
10.863636
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
421
0.49
0.38
0.12
0.529
0.2165
0.139
0.155
0
1
0
11
8.159091
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
431
0.6
0.47
0.155
1.036
0.4375
0.196
0.325
0
0
1
20
10.8
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
434
0.44
0.345
0.1
0.366
0.122
0.0905
0.12
0
1
0
13
7.666667
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
439
0.5
0.415
0.165
0.6885
0.249
0.138
0.25
0
0
1
13
18.6
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
440
0.36
0.275
0.11
0.2335
0.095
0.0525
0.085
0
1
0
10
6.875
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
456
0.64
0.54
0.175
1.221
0.51
0.259
0.39
1
0
0
15
13
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
457
0.36
0.28
0.105
0.199
0.0695
0.045
0.08
0
1
0
9
7.444444
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
458
0.415
0.31
0.11
0.2965
0.123
0.057
0.0995
0
1
0
10
8
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
509
0.56
0.445
0.155
0.8735
0.3005
0.209
0.275
0
1
0
16
8.8
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
512
0.49
0.38
0.145
0.6725
0.249
0.181
0.21
1
0
0
10
11.5
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
514
0.275
0.195
0.07
0.08
0.031
0.0215
0.025
1
0
0
5
6
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
518
0.325
0.23
0.09
0.147
0.06
0.034
0.045
0
0
1
4
6
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
521
0.36
0.27
0.09
0.1885
0.0845
0.0385
0.055
1
0
0
5
7
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
531
0.46
0.355
0.13
0.458
0.192
0.1055
0.13
1
0
0
13
9.764706
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
536
0.52
0.405
0.14
0.5775
0.2
0.145
0.179
0
1
0
11
9.222222
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
542
0.42
0.325
0.115
0.2885
0.1
0.057
0.1135
0
0
1
15
9.933333
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
546
0.255
0.195
0.065
0.08
0.0315
0.018
0.027
0
0
1
8
7
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
560
0.44
0.34
0.105
0.364
0.148
0.0805
0.1175
1
0
0
8
10.222222
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
565
0.35
0.255
0.065
0.179
0.0705
0.0385
0.06
0
0
1
10
8.75
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
567
0.435
0.33
0.125
0.406
0.1685
0.1055
0.096
0
1
0
12
7
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
575
0.61
0.475
0.14
1.133
0.5275
0.2355
0.35
1
0
0
11
10.521127
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
576
0.56
0.425
0.14
0.9175
0.4005
0.1975
0.26
0
1
0
10
9
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
577
0.585
0.435
0.175
0.982
0.4055
0.2495
0.27
1
0
0
10
10
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
578
0.58
0.445
0.15
0.8865
0.383
0.209
0.255
0
1
0
11
8
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
582
0.645
0.525
0.19
1.4635
0.6615
0.3435
0.435
1
0
0
19
10.744681
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
584
0.41
0.305
0.1
0.363
0.1735
0.065
0.11
1
0
0
11
9
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
588
0.45
0.335
0.14
0.4625
0.164
0.076
0.15
0
0
1
14
10
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
590
0.51
0.4
0.15
0.745
0.2865
0.1675
0.235
0
1
0
13
9.291667
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
592
0.525
0.41
0.175
0.874
0.3585
0.207
0.205
0
1
0
18
12
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
593
0.66
0.52
0.18
1.514
0.526
0.2975
0.42
1
0
0
19
12.5
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
594
0.535
0.42
0.15
0.6995
0.2575
0.153
0.24
0
0
1
12
11.25
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
595
0.575
0.455
0.18
0.8525
0.3015
0.1825
0.3
0
1
0
13
15.55
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
601
0.385
0.315
0.11
0.286
0.1225
0.0635
0.0835
1
0
0
10
9.933333
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
607
0.485
0.37
0.13
0.458
0.181
0.113
0.136
0
1
0
10
7.85
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
610
0.44
0.345
0.17
0.4085
0.15
0.0825
0.1515
1
0
0
12
10
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
612
0.325
0.24
0.075
0.155
0.0475
0.0355
0.06
0
0
1
9
9
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
613
0.495
0.37
0.125
0.4775
0.185
0.0705
0.169
0
1
0
18
9.222222
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
617
0.32
0.24
0.085
0.17
0.0655
0.047
0.049
0
0
1
7
10
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
630
0.475
0.365
0.115
0.49
0.223
0.1235
0.1335
0
1
0
9
7.289474
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
632
0.46
0.365
0.125
0.467
0.1895
0.0945
0.158
0
0
1
10
8.454545
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
636
0.38
0.235
0.1
0.258
0.1055
0.054
0.08
0
0
1
7
7.85
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
646
0.33
0.215
0.075
0.1145
0.045
0.0265
0.035
0
0
1
6
7
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
647
0.48
0.375
0.145
0.777
0.216
0.13
0.17
0
0
1
9
23
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
650
0.255
0.18
0.065
0.079
0.034
0.014
0.025
0
0
1
5
7
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
653
0.31
0.225
0.08
0.1345
0.054
0.024
0.05
0
0
1
7
7
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
655
0.295
0.215
0.075
0.129
0.05
0.0295
0.04
0
0
1
7
6.4
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
656
0.555
0.435
0.165
0.97
0.336
0.2315
0.295
1
0
0
17
10.863636
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
657
0.615
0.515
0.17
1.14
0.4305
0.2245
0.42
1
0
0
16
12.5
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
663
0.38
0.305
0.105
0.281
0.1045
0.0615
0.09
1
0
0
12
8.75
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
671
0.5
0.38
0.155
0.655
0.2405
0.143
0.205
1
0
0
17
17
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
672
0.53
0.41
0.165
0.8115
0.24
0.169
0.24
1
0
0
19
23
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
681
0.485
0.37
0.14
0.5725
0.204
0.1415
0.175
0
0
1
10
12.47619
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
684
0.51
0.4
0.14
0.6515
0.2455
0.1665
0.185
0
0
1
10
9
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
693
0.38
0.29
0.12
0.283
0.1175
0.0655
0.085
0
0
1
9
8.75
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1