1837334
1526
Josep Pon Farreny
3778
Supervised Classification
predictive_accuracy
4830
sklearn.ensemble.forest.RandomForestClassifier(13)
24071
bootstrap
True
4830
warm_start
False
4830
min_samples_leaf
1
4830
criterion
gini
4830
min_samples_split
2
4830
random_state
None
4830
min_impurity_split
1e-07
4830
max_features
auto
4830
n_jobs
1
4830
class_weight
None
4830
max_leaf_nodes
None
4830
oob_score
False
4830
max_depth
None
4830
min_weight_fraction_leaf
0.0
4830
verbose
0
4830
n_estimators
10
4830
Fri_Oct_28_14.06.48_2016
NumPy_1.11.2.
Python_3.5.2.
run_task
SciPy_0.18.1.
sklearn.ensemble.forest.RandomForestClassifier
Sklearn_0.18.
915
plasma_retinol
https://www.openml.org/data/download/53449/plasma_retinol.arff
-1
4612987
description
https://api.openml.org/data/download/4612987/description.xml
-1
4612988
predictions
https://api.openml.org/data/download/4612988/predictions.csv
area_under_roc_curve
0.585888 [0.585888,0.585888]
average_cost
0
f_measure
0.57121 [0.678218,0.424779]
kappa
0.118445
kb_relative_information_score
16.890235
mean_absolute_error
0.46127
mean_prior_absolute_error
0.487978
number_of_instances
315 [182,133]
precision
0.574478 [0.617117,0.516129]
predictive_accuracy
0.587302
prior_entropy
0.982695
recall
0.587302 [0.752747,0.360902]
relative_absolute_error
0.945269
root_mean_prior_squared_error
0.493914
root_mean_squared_error
0.502723
root_relative_squared_error
1.017835
total_cost
0
area_under_roc_curve
0.631579 [0.631579,0.631579]
area_under_roc_curve
0.580972 [0.580972,0.580972]
area_under_roc_curve
0.563492 [0.563492,0.563492]
area_under_roc_curve
0.632937 [0.632937,0.632937]
area_under_roc_curve
0.617063 [0.617063,0.617063]
area_under_roc_curve
0.418803 [0.418803,0.418803]
area_under_roc_curve
0.487179 [0.487179,0.487179]
area_under_roc_curve
0.685897 [0.685897,0.685897]
area_under_roc_curve
0.632479 [0.632479,0.632479]
area_under_roc_curve
0.615385 [0.615385,0.615385]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
f_measure
0.646408 [0.731707,0.521739]
f_measure
0.646408 [0.731707,0.521739]
f_measure
0.574364 [0.682927,0.434783]
f_measure
0.620445 [0.684211,0.538462]
f_measure
0.585 [0.666667,0.48]
f_measure
0.419767 [0.585366,0.190476]
f_measure
0.419767 [0.585366,0.190476]
f_measure
0.624555 [0.731707,0.47619]
f_measure
0.511575 [0.711111,0.235294]
f_measure
0.612903 [0.666667,0.538462]
kappa
0.260504
kappa
0.260504
kappa
0.140496
kappa
0.225806
kappa
0.154472
kappa
-0.189616
kappa
-0.189616
kappa
0.230248
kappa
0.047281
kappa
0.205128
kb_relative_information_score
2.660697
kb_relative_information_score
0.983357
kb_relative_information_score
1.43503
kb_relative_information_score
2.541188
kb_relative_information_score
2.637591
kb_relative_information_score
-2.440657
kb_relative_information_score
-0.495302
kb_relative_information_score
4.324047
kb_relative_information_score
2.925796
kb_relative_information_score
2.318488
mean_absolute_error
0.446875
mean_absolute_error
0.46875
mean_absolute_error
0.46875
mean_absolute_error
0.459375
mean_absolute_error
0.45
mean_absolute_error
0.516129
mean_absolute_error
0.490323
mean_absolute_error
0.422581
mean_absolute_error
0.43871
mean_absolute_error
0.451613
mean_prior_absolute_error
0.485509
mean_prior_absolute_error
0.485509
mean_prior_absolute_error
0.490339
mean_prior_absolute_error
0.490339
mean_prior_absolute_error
0.490339
mean_prior_absolute_error
0.487534
mean_prior_absolute_error
0.487534
mean_prior_absolute_error
0.487534
mean_prior_absolute_error
0.487534
mean_prior_absolute_error
0.487534
number_of_instances
32 [19,13]
number_of_instances
32 [19,13]
number_of_instances
32 [18,14]
number_of_instances
32 [18,14]
number_of_instances
32 [18,14]
number_of_instances
31 [18,13]
number_of_instances
31 [18,13]
number_of_instances
31 [18,13]
number_of_instances
31 [18,13]
number_of_instances
31 [18,13]
precision
0.64858 [0.681818,0.6]
precision
0.64858 [0.681818,0.6]
precision
0.585447 [0.608696,0.555556]
precision
0.620833 [0.65,0.583333]
precision
0.586851 [0.619048,0.545455]
precision
0.407784 [0.521739,0.25]
precision
0.407784 [0.521739,0.25]
precision
0.640778 [0.652174,0.625]
precision
0.553763 [0.592593,0.5]
precision
0.612903 [0.666667,0.538462]
predictive_accuracy
0.65625
predictive_accuracy
0.65625
predictive_accuracy
0.59375
predictive_accuracy
0.625
predictive_accuracy
0.59375
predictive_accuracy
0.451613
predictive_accuracy
0.451613
predictive_accuracy
0.645161
predictive_accuracy
0.580645
predictive_accuracy
0.612903
prior_entropy
0.982695
prior_entropy
0.982695
prior_entropy
0.982695
prior_entropy
0.982695
prior_entropy
0.982695
prior_entropy
0.982695
prior_entropy
0.982695
prior_entropy
0.982695
prior_entropy
0.982695
prior_entropy
0.982695
recall
0.65625 [0.789474,0.461538]
recall
0.65625 [0.789474,0.461538]
recall
0.59375 [0.777778,0.357143]
recall
0.625 [0.722222,0.5]
recall
0.59375 [0.722222,0.428571]
recall
0.451613 [0.666667,0.153846]
recall
0.451613 [0.666667,0.153846]
recall
0.645161 [0.833333,0.384615]
recall
0.580645 [0.888889,0.153846]
recall
0.612903 [0.666667,0.538462]
relative_absolute_error
0.920426
relative_absolute_error
0.965482
relative_absolute_error
0.955971
relative_absolute_error
0.936852
relative_absolute_error
0.917732
relative_absolute_error
1.058652
relative_absolute_error
1.005719
relative_absolute_error
0.866771
relative_absolute_error
0.899854
relative_absolute_error
0.92632
root_mean_prior_squared_error
0.491408
root_mean_prior_squared_error
0.491408
root_mean_prior_squared_error
0.496299
root_mean_prior_squared_error
0.496299
root_mean_prior_squared_error
0.496299
root_mean_prior_squared_error
0.493465
root_mean_prior_squared_error
0.493465
root_mean_prior_squared_error
0.493465
root_mean_prior_squared_error
0.493465
root_mean_prior_squared_error
0.493465
root_mean_squared_error
0.490854
root_mean_squared_error
0.494343
root_mean_squared_error
0.514782
root_mean_squared_error
0.505285
root_mean_squared_error
0.494343
root_mean_squared_error
0.555907
root_mean_squared_error
0.524251
root_mean_squared_error
0.463159
root_mean_squared_error
0.477899
root_mean_squared_error
0.500967
root_relative_squared_error
0.998872
root_relative_squared_error
1.005972
root_relative_squared_error
1.037241
root_relative_squared_error
1.018106
root_relative_squared_error
0.996059
root_relative_squared_error
1.126537
root_relative_squared_error
1.062387
root_relative_squared_error
0.938585
root_relative_squared_error
0.968455
root_relative_squared_error
1.015202
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0