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
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Viscera_weight
float64
0
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Shell_weight
float64
0
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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
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0.18
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0
1
0
5
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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100
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RandomForestRegressor
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100
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RandomForestRegressor
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100
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RandomForestRegressor
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RandomForestRegressor
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100
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RandomForestRegressor
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100
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RandomForestRegressor
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RandomForestRegressor
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100
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11
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RandomForestRegressor
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RandomForestRegressor
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100
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15
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RandomForestRegressor
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7,086,806
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100
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1
0
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RandomForestRegressor
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7,086,806
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100
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1
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RandomForestRegressor
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7,086,806
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100
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RandomForestRegressor
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100
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10
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RandomForestRegressor
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100
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11
12.500104
RandomForestRegressor
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100
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1
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RandomForestRegressor
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100
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RandomForestRegressor
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100
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RandomForestRegressor
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100
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RandomForestRegressor
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RandomForestRegressor
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100
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RandomForestRegressor
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100
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RandomForestRegressor
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100
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RandomForestRegressor
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100
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RandomForestRegressor
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100
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RandomForestRegressor
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100
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RandomForestRegressor
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7,086,806
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100
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RandomForestRegressor
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100
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RandomForestRegressor
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RandomForestRegressor
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100
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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100
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RandomForestRegressor
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100
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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100
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RandomForestRegressor
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100
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RandomForestRegressor
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100
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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100
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6.390852
RandomForestRegressor
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100
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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0
1
0
6
6.80316
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,441
0.465
0.355
0.115
0.4705
0.1955
0.118
0.126
1
0
0
7
8.884733
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,445
0.495
0.4
0.145
0.578
0.2545
0.1305
0.1645
0
1
0
8
8.757904
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,449
0.52
0.395
0.125
0.8115
0.4035
0.166
0.2
0
0
1
7
8.728702
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,451
0.55
0.44
0.155
0.9155
0.3645
0.195
0.25
0
0
1
8
10.812642
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,460
0.62
0.485
0.165
1.1325
0.5235
0.2505
0.2825
0
0
1
9
9.801318
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,462
0.625
0.47
0.17
1.255
0.525
0.2415
0.405
1
0
0
10
14.982809
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,467
0.66
0.525
0.18
1.478
0.5815
0.381
0.372
0
0
1
10
11.520471
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,486
0.505
0.475
0.16
1.1155
0.509
0.239
0.3065
1
0
0
8
9.93103
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,493
0.555
0.44
0.15
0.838
0.4155
0.146
0.23
0
0
1
8
8.665908
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,495
0.56
0.415
0.13
0.7615
0.3695
0.17
0.1955
0
0
1
8
8.903357
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,496
0.575
0.44
0.145
0.87
0.3945
0.2195
0.225
0
0
1
8
8.65296
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,498
0.59
0.46
0.145
0.929
0.38
0.24
0.255
0
0
1
10
10.824808
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,499
0.595
0.47
0.165
1.0155
0.491
0.1905
0.289
1
0
0
9
9.959048
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,505
0.625
0.495
0.18
1.0815
0.4715
0.254
0.3135
0
0
1
10
10.487934
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,510
0.65
0.505
0.18
1.469
0.7115
0.3335
0.38
0
0
1
9
10.406633
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,517
0.7
0.56
0.175
1.6605
0.8605
0.3275
0.398
1
0
0
11
10.700465
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,525
0.33
0.23
0.085
0.1695
0.079
0.026
0.0505
0
1
0
6
6.82292
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,526
0.335
0.26
0.085
0.192
0.097
0.03
0.054
0
1
0
6
7.110248
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,532
0.38
0.285
0.09
0.2305
0.1005
0.039
0.0775
0
1
0
7
7.094255
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,534
0.4
0.315
0.09
0.33
0.151
0.068
0.08
0
1
0
6
6.68838
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100
3,539
0.435
0.34
0.12
0.396
0.1775
0.081
0.125
0
1
0
8
7.65406
RandomForestRegressor
2,096,940,700
15,999,200
7,086,806
11
-1
100