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