instance
int64
11
4.17k
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float64
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Diameter
float64
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0.62
Height
float64
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Whole_weight
float64
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Shucked_weight
float64
0
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Viscera_weight
float64
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Shell_weight
float64
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Sex_F
int64
0
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Sex_I
int64
0
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Sex_M
int64
0
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real
int64
1
26
prediction
float64
2.67
27
model
stringclasses
5 values
cpu_training_time
int64
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27.1B
cpu_prediction_time
int64
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167M
memory_usage
int64
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71.4M
max_depth
int64
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11
learning_rate
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n_estimators
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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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RandomForestRegressor
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RandomForestRegressor
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250
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RandomForestRegressor
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250
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11
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RandomForestRegressor
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250
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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250
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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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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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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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250
3,994
0.185
0.135
0.045
0.032
0.011
0.0065
0.01
0
1
0
4
4.67295
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
3,995
0.245
0.175
0.055
0.0785
0.04
0.018
0.02
0
1
0
5
4.726503
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
3,998
0.375
0.28
0.08
0.2235
0.115
0.043
0.055
0
1
0
6
6.62681
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,014
0.625
0.48
0.175
1.065
0.4865
0.259
0.285
0
0
1
10
9.789643
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,019
0.66
0.515
0.155
1.4415
0.7055
0.3555
0.335
0
0
1
10
10.317336
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,024
0.33
0.245
0.065
0.1445
0.058
0.032
0.0505
0
1
0
6
7.50403
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,028
0.42
0.31
0.1
0.2805
0.1125
0.0615
0.0925
0
1
0
8
7.140913
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,036
0.54
0.42
0.14
0.74
0.3595
0.159
0.1985
0
1
0
8
9.118168
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,040
0.575
0.45
0.12
0.9585
0.447
0.169
0.275
1
0
0
12
10.282276
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,046
0.6
0.46
0.155
0.6655
0.285
0.149
0.269
0
0
1
11
11.010866
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,054
0.635
0.5
0.18
1.2565
0.539
0.292
0.35
1
0
0
10
10.647068
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,055
0.645
0.5
0.15
1.159
0.4675
0.3355
0.31
1
0
0
9
10.349209
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,065
0.37
0.275
0.08
0.2325
0.093
0.056
0.072
0
1
0
6
6.924481
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,071
0.485
0.375
0.11
0.464
0.2015
0.09
0.149
0
1
0
8
8.145133
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,073
0.515
0.395
0.125
0.5805
0.2365
0.1075
0.19
0
1
0
9
8.786303
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,074
0.52
0.4
0.14
0.622
0.278
0.1455
0.169
0
1
0
8
8.82381
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,077
0.55
0.435
0.125
0.741
0.348
0.1585
0.206
0
1
0
9
9.009783
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,081
0.56
0.45
0.145
0.9355
0.425
0.1645
0.2725
0
0
1
11
10.51237
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,092
0.625
0.49
0.19
1.7015
0.7465
0.4105
0.3855
1
0
0
11
11.200329
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,097
0.635
0.5
0.18
1.2915
0.594
0.2695
0.37
0
0
1
9
10.561531
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,104
0.71
0.545
0.175
1.907
0.8725
0.4565
0.475
1
0
0
11
11.256535
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250
4,108
0.48
0.35
0.1
0.519
0.2365
0.1275
0.126
0
1
0
7
7.606928
RandomForestRegressor
4,119,091,500
32,991,100
9,490,274
9
-1
250