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
2,655
0.545
0.42
0.145
0.778
0.3745
0.1545
0.205
0
0
1
7
8.637931
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,657
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0.4
0.14
0.778
0.368
0.215
0.18
1
0
0
9
8.637931
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,658
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0.42
0.13
0.636
0.294
0.144
0.1755
0
1
0
8
7.962963
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,664
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0.43
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0.2285
1
0
0
9
8.892857
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,667
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0.45
0.15
0.938
0.467
0.203
0.225
1
0
0
7
8.491228
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,670
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0.46
0.14
1.004
0.496
0.2165
0.26
0
0
1
9
9.422535
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,671
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0.46
0.16
1.0115
0.445
0.2615
0.2565
1
0
0
8
9.422535
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,673
0.595
0.47
0.165
1.108
0.4915
0.2325
0.3345
0
0
1
9
11.628571
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,678
0.615
0.45
0.15
1.198
0.707
0.2095
0.2505
0
0
1
7
9.422535
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,683
0.625
0.495
0.185
1.3835
0.7105
0.3005
0.345
0
0
1
11
9.987952
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,687
0.63
0.51
0.175
1.3415
0.6575
0.262
0.375
0
0
1
10
10.75
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,717
0.345
0.255
0.095
0.183
0.075
0.0385
0.06
0
1
0
6
7.45
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,719
0.36
0.26
0.08
0.1795
0.074
0.0315
0.06
0
1
0
5
6
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,721
0.375
0.29
0.14
0.3
0.14
0.0625
0.0825
0
1
0
8
7
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,728
0.405
0.31
0.11
0.91
0.416
0.2075
0.0995
0
1
0
8
7.5
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,731
0.41
0.315
0.1
0.3
0.124
0.0575
0.1
0
1
0
8
8
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,739
0.45
0.335
0.095
0.3505
0.1615
0.0625
0.1185
0
1
0
7
9
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,741
0.46
0.35
0.1
0.471
0.252
0.077
0.123
0
1
0
8
7.289474
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,746
0.485
0.365
0.14
0.4475
0.1895
0.0925
0.2305
0
1
0
8
9.222222
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,754
0.525
0.385
0.13
0.607
0.2355
0.125
0.195
0
1
0
8
12
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,758
0.535
0.43
0.155
0.7845
0.3285
0.169
0.245
0
0
1
10
8.666667
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,761
0.55
0.425
0.145
0.89
0.4325
0.171
0.236
0
1
0
10
10.333333
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,763
0.55
0.425
0.135
0.656
0.257
0.17
0.203
0
1
0
10
9.291667
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,766
0.555
0.445
0.175
1.1465
0.551
0.244
0.2785
1
0
0
8
10.28
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,768
0.56
0.435
0.135
0.72
0.329
0.103
0.251
0
1
0
11
10.2
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,775
0.585
0.46
0.145
0.8465
0.339
0.167
0.295
0
1
0
10
12
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,778
0.585
0.455
0.13
0.8755
0.411
0.2065
0.225
1
0
0
8
8.491228
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,780
0.59
0.475
0.14
0.977
0.4625
0.2025
0.275
0
0
1
10
9.422535
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,782
0.6
0.48
0.09
1.05
0.457
0.2685
0.28
0
0
1
8
10.28
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,793
0.63
0.505
0.175
1.221
0.555
0.252
0.34
0
0
1
12
10.521127
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,794
0.63
0.475
0.155
1.0005
0.452
0.252
0.265
1
0
0
10
9.422535
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,795
0.63
0.47
0.15
1.1355
0.539
0.2325
0.3115
0
0
1
12
9.458333
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,796
0.63
0.525
0.195
1.3135
0.4935
0.2565
0.465
0
0
1
10
12.5
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,797
0.64
0.505
0.155
1.1955
0.5565
0.211
0.346
0
0
1
11
10.521127
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,806
0.675
0.525
0.17
1.711
0.8365
0.352
0.475
1
0
0
9
11.414634
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,808
0.705
0.54
0.205
1.757
0.8265
0.417
0.461
1
0
0
9
11.166667
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,813
0.255
0.195
0.055
0.0725
0.0285
0.017
0.021
0
1
0
4
5.2
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,819
0.375
0.265
0.095
0.196
0.085
0.042
0.0585
0
1
0
5
7.45
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,826
0.5
0.365
0.13
0.5945
0.309
0.1085
0.1535
0
0
1
9
8
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,829
0.52
0.395
0.145
0.77
0.424
0.142
0.1895
0
1
0
7
8.5
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,835
0.57
0.42
0.14
0.8745
0.416
0.165
0.25
0
0
1
8
8
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,838
0.59
0.47
0.155
1.1735
0.6245
0.233
0.2595
0
0
1
9
9.422535
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,841
0.595
0.435
0.16
1.057
0.4255
0.224
0.31
0
0
1
9
8
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,851
0.635
0.51
0.185
1.286
0.526
0.295
0.4105
1
0
0
12
12.5
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,855
0.655
0.515
0.155
1.309
0.524
0.346
0.385
1
0
0
11
9.785714
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,858
0.695
0.54
0.195
1.691
0.768
0.363
0.4755
0
0
1
11
11.414634
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,860
0.72
0.55
0.18
1.52
0.637
0.325
0.435
1
0
0
10
10.178571
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,862
0.735
0.57
0.21
2.2355
1.1705
0.463
0.5315
0
0
1
10
11.166667
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,869
0.37
0.28
0.085
0.198
0.0805
0.0455
0.058
0
1
0
5
7.45
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,872
0.4
0.315
0.09
0.3245
0.151
0.073
0.088
0
1
0
8
6.673913
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,873
0.41
0.305
0.095
0.2625
0.1
0.0515
0.09
0
1
0
6
6.673913
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,875
0.435
0.335
0.095
0.298
0.109
0.058
0.115
0
1
0
7
7.666667
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,877
0.46
0.36
0.14
0.447
0.161
0.087
0.16
0
1
0
9
9.615385
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,879
0.47
0.385
0.13
0.587
0.264
0.117
0.174
0
1
0
8
7.962963
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,882
0.5
0.39
0.13
0.5075
0.2115
0.104
0.1755
0
1
0
9
9.222222
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,895
0.54
0.415
0.11
0.619
0.2755
0.15
0.1765
0
1
0
10
7.962963
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,898
0.55
0.435
0.165
0.804
0.34
0.194
0.244
0
1
0
8
12
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,920
0.6
0.45
0.195
1.34
0.617
0.3255
0.3605
0
0
1
10
10.679245
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,923
0.605
0.495
0.17
1.0915
0.4365
0.2715
0.335
1
0
0
13
10.8
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,924
0.605
0.49
0.18
1.167
0.457
0.29
0.3745
0
0
1
9
10.8
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,935
0.62
0.475
0.195
1.3585
0.5935
0.3365
0.3745
0
0
1
10
10.679245
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,937
0.625
0.515
0.165
1.217
0.667
0.2065
0.3115
0
0
1
10
9.458333
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,945
0.635
0.485
0.19
1.3765
0.634
0.2885
0.406
1
0
0
11
11
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,948
0.635
0.5
0.19
1.29
0.593
0.3045
0.352
1
0
0
8
9.987952
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,954
0.645
0.495
0.19
1.539
0.6115
0.408
0.445
0
0
1
12
10.744681
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,955
0.65
0.52
0.195
1.676
0.693
0.44
0.47
0
0
1
15
9.6
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,956
0.65
0.565
0.2
1.6645
0.753
0.367
0.43
1
0
0
12
10.744681
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,958
0.655
0.515
0.2
1.494
0.7255
0.309
0.405
1
0
0
12
10.744681
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,963
0.67
0.525
0.19
1.527
0.5755
0.353
0.44
1
0
0
12
13
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,964
0.67
0.525
0.17
1.4005
0.715
0.3025
0.387
0
0
1
9
12.222222
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,968
0.68
0.505
0.17
1.3435
0.657
0.297
0.355
1
0
0
12
9.987952
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,971
0.715
0.55
0.175
1.825
0.938
0.3805
0.44
0
0
1
11
10.178571
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,973
0.735
0.59
0.205
2.087
0.909
0.474
0.625
0
0
1
12
11.333333
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,984
0.535
0.4
0.15
1.224
0.618
0.275
0.2875
1
0
0
10
9
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,985
0.535
0.4
0.135
0.775
0.368
0.208
0.2055
0
1
0
8
8.705882
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,989
0.56
0.425
0.135
0.9415
0.509
0.2015
0.1975
0
0
1
9
8.491228
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,992
0.595
0.43
0.165
0.9845
0.4525
0.207
0.2725
0
1
0
8
11
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,996
0.62
0.5
0.17
1.148
0.5475
0.22
0.3315
1
0
0
10
10.521127
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,997
0.625
0.49
0.11
1.136
0.5265
0.1915
0.2925
1
0
0
9
9.978261
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
2,998
0.635
0.51
0.17
1.2235
0.532
0.271
0.354
1
0
0
9
10.521127
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,003
0.655
0.505
0.175
1.2905
0.6205
0.2965
0.326
1
0
0
10
9.987952
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,008
0.75
0.615
0.205
2.2635
0.821
0.423
0.726
1
0
0
12
14
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,009
0.255
0.185
0.065
0.074
0.0305
0.0165
0.02
0
1
0
4
5.2
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,020
0.45
0.34
0.125
0.4045
0.171
0.07
0.1345
0
1
0
8
7.85
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,029
0.52
0.41
0.14
0.6625
0.2775
0.1555
0.196
0
1
0
11
9.291667
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,038
0.565
0.44
0.135
0.768
0.3305
0.1385
0.2475
0
1
0
9
10.8
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,039
0.57
0.45
0.145
0.95
0.4005
0.2235
0.2845
0
0
1
10
9.285714
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,040
0.57
0.47
0.14
0.871
0.385
0.211
0.2315
1
0
0
10
7.5
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,047
0.59
0.435
0.165
0.9765
0.4525
0.2395
0.235
0
0
1
9
8.491228
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,053
0.6
0.45
0.14
0.869
0.3425
0.195
0.291
1
0
0
11
9.583333
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,054
0.6
0.45
0.15
0.8665
0.3695
0.1955
0.255
0
0
1
12
10.888889
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,055
0.61
0.495
0.16
1.089
0.469
0.198
0.384
1
0
0
11
11.5
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,058
0.62
0.475
0.16
0.907
0.371
0.167
0.3075
0
1
0
11
16.75
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,063
0.635
0.49
0.155
1.145
0.4775
0.3035
0.3155
1
0
0
9
10.333333
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,069
0.655
0.54
0.165
1.403
0.6955
0.2385
0.42
0
0
1
11
10.75
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,070
0.655
0.49
0.16
1.204
0.5455
0.2615
0.3225
1
0
0
9
10.521127
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,077
0.685
0.51
0.165
1.545
0.686
0.3775
0.4055
0
0
1
10
10.178571
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,078
0.695
0.535
0.2
1.5855
0.667
0.334
0.471
1
0
0
11
16.375
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,081
0.73
0.55
0.205
1.908
0.5415
0.3565
0.5965
1
0
0
14
24
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1
3,088
0.425
0.32
0.085
0.262
0.1235
0.067
0.0725
0
1
0
8
7.666667
DecisionTreeRegressor
25,022,700
1,010,300
84,120
11
-1
1