9204048 6077 Olivier Go 59 Supervised Classification predictive_accuracy 8446 sklearn.pipeline.Pipeline(Imputer=sklearn.preprocessing.imputation.Imputer,OneHotEncoder=sklearn.preprocessing.data.OneHotEncoder,Classifier=sklearn.ensemble.forest.RandomForestClassifier)(16) 7133681 bootstrap true 8423 class_weight null 8423 criterion "gini" 8423 max_depth null 8423 max_features "auto" 8423 max_leaf_nodes null 8423 min_impurity_decrease 0.0 8423 min_impurity_split null 8423 min_samples_leaf 1 8423 min_samples_split 2 8423 min_weight_fraction_leaf 0.0 8423 n_estimators 10 8423 n_jobs 1 8423 oob_score false 8423 random_state 49617 8423 verbose 0 8423 warm_start false 8423 axis 0 8425 copy true 8425 missing_values "NaN" 8425 strategy "median" 8425 verbose 0 8425 memory null 8446 categorical_features "all" 8447 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 8447 handle_unknown "ignore" 8447 n_values "auto" 8447 sparse false 8447 openml-python Sklearn_0.19.1. 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 19334803 description https://api.openml.org/data/download/19334803/description.xml -1 19334804 predictions https://api.openml.org/data/download/19334804/predictions.arff area_under_roc_curve 0.9751333333333334 [1,0.9592,0.9662] average_cost 0 f_measure 0.9398496240601505 [1,0.914286,0.905263] kappa 0.9099999999999999 kb_relative_information_score 132.6024095811836 mean_absolute_error 0.06292939103285419 mean_prior_absolute_error 0.44444444444444337 number_of_instances 150 [50,50,50] precision 0.9427609427609427 [1,0.872727,0.955556] predictive_accuracy 0.94 prior_entropy 1.584962500721156 recall 0.94 [1,0.96,0.86] relative_absolute_error 0.14159112982392227 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.18907249707351478 root_relative_squared_error 0.40108333444966837 total_cost 0 area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9433333333333332 [1,0.89,0.94] area_under_roc_curve 0.9666666666666667 [1,0.95,0.95] area_under_roc_curve 0.9233333333333335 [1,0.86,0.91] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.98 [1,0.98,0.96] area_under_roc_curve 0.9866666666666667 [1,0.98,0.98] area_under_roc_curve 0.9666666666666667 [1,0.95,0.95] 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 0.9326599326599326 [1,0.909091,0.888889] f_measure 1 [1,1,1] f_measure 1 [1,1,1] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 0.9326599326599326 [1,0.909091,0.888889] f_measure 0.7979797979797979 [1,0.727273,0.666667] f_measure 1 [1,1,1] f_measure 0.9326599326599326 [1,0.909091,0.888889] f_measure 0.9326599326599326 [1,0.909091,0.888889] f_measure 0.9326599326599326 [1,0.909091,0.888889] kappa 0.9 kappa 1 kappa 1 kappa 0.9 kappa 0.9 kappa 0.7000000000000001 kappa 1 kappa 0.9 kappa 0.9 kappa 0.9 kb_relative_information_score 13.477073770362194 kb_relative_information_score 13.991297423200267 kb_relative_information_score 14.677016180246467 kb_relative_information_score 13.519332310727089 kb_relative_information_score 13.056134657661644 kb_relative_information_score 11.382143655957748 kb_relative_information_score 13.607382211023547 kb_relative_information_score 12.661828657230998 kb_relative_information_score 13.203689448123646 kb_relative_information_score 13.026511266649798 mean_absolute_error 0.06027256693924444 mean_absolute_error 0.04085729085733334 mean_absolute_error 0.014384578384577776 mean_absolute_error 0.04957264957266667 mean_absolute_error 0.06930407863742444 mean_absolute_error 0.12246505508786666 mean_absolute_error 0.05672616671636001 mean_absolute_error 0.08242983051808223 mean_absolute_error 0.06271973705303112 mean_absolute_error 0.07056195656195555 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 mean_prior_absolute_error 0.4444444444444446 number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] precision 0.9444444444444445 [1,0.833333,1] precision 1 [1,1,1] precision 1 [1,1,1] precision 0.9444444444444445 [1,1,0.833333] precision 0.9444444444444445 [1,0.833333,1] precision 0.8055555555555555 [1,0.666667,0.75] precision 1 [1,1,1] precision 0.9444444444444445 [1,0.833333,1] precision 0.9444444444444445 [1,0.833333,1] precision 0.9444444444444445 [1,0.833333,1] predictive_accuracy 0.9333333333333332 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 0.9333333333333332 predictive_accuracy 0.8 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 0.9333333333333332 predictive_accuracy 0.9333333333333332 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 prior_entropy 1.584962500721156 recall 0.9333333333333333 [1,1,0.8] recall 1 [1,1,1] recall 1 [1,1,1] recall 0.9333333333333333 [1,0.8,1] recall 0.9333333333333333 [1,1,0.8] recall 0.8 [1,0.8,0.6] recall 1 [1,1,1] recall 0.9333333333333333 [1,1,0.8] recall 0.9333333333333333 [1,1,0.8] recall 0.9333333333333333 [1,1,0.8] relative_absolute_error 0.13561327561329994 relative_absolute_error 0.09192890442899998 relative_absolute_error 0.032365301365299984 relative_absolute_error 0.11153846153849997 relative_absolute_error 0.15593417693420494 relative_absolute_error 0.27554637394769993 relative_absolute_error 0.12763387511180999 relative_absolute_error 0.18546711866568494 relative_absolute_error 0.14111940836932 relative_absolute_error 0.15876440226439992 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_prior_squared_error 0.47140452079103173 root_mean_squared_error 0.13645419549789128 root_mean_squared_error 0.1034753294691539 root_mean_squared_error 0.049380851615848036 root_mean_squared_error 0.2122172481698407 root_mean_squared_error 0.20681129746620538 root_mean_squared_error 0.3024122840028954 root_mean_squared_error 0.12900880592374608 root_mean_squared_error 0.20277646764223647 root_mean_squared_error 0.20470574498431326 root_mean_squared_error 0.21631564703208633 root_relative_squared_error 0.28946306087374135 root_relative_squared_error 0.21950432145945276 root_relative_squared_error 0.10475260511499847 root_relative_squared_error 0.45018076579692834 root_relative_squared_error 0.4387130125930262 root_relative_squared_error 0.6415133301976782 root_relative_squared_error 0.27366900450438025 root_relative_squared_error 0.43015384600463974 root_relative_squared_error 0.4342464612787559 root_relative_squared_error 0.45887478267943166 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 usercpu_time_millis 15.625 usercpu_time_millis 31.25 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 0 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 15.625 usercpu_time_millis_training 31.25 usercpu_time_millis_training 15.625