instance
int64
11
4.17k
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float64
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0.78
Diameter
float64
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0.62
Height
float64
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float64
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Shucked_weight
float64
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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
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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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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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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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RandomForestRegressor
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14,999,800
3,795,965
9
-1
100
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0
1
0
8
8.085497
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,575
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0
1
0
7
8.284145
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
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0
1
0
8
8.976574
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,582
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0
1
0
9
8.843649
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,592
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0
1
0
9
8.563235
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,594
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0.14
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0.169
0
1
0
7
8.712127
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,604
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0
0
1
10
9.843223
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
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0
1
0
8
9.163119
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,625
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0
0
1
10
8.838612
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,631
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0
1
0
12
9.403132
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,635
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0.125
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0
1
0
9
9.701045
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,636
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0.185
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0
0
1
10
13.082665
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,638
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0
1
0
9
10.842014
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
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0
0
1
13
10.070593
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
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0
1
10
9.200557
RandomForestRegressor
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14,999,800
3,795,965
9
-1
100
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0
1
10
8.936102
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,655
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1
0
0
8
10.965688
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,658
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0
1
0
8
11.087713
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,660
0.6
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0
0
1
9
9.677721
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,667
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0.18
1.434
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1
0
0
11
11.22043
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,672
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1
0
0
10
14.674406
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,680
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0.175
1.221
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0.241
0.395
0
0
1
13
11.568136
RandomForestRegressor
1,633,704,200
14,999,800
3,795,965
9
-1
100
1,684
0.62
0.47
0.14
0.8565
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0.295
0
1
0
9
12.364199
RandomForestRegressor
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14,999,800
3,795,965
9
-1
100