7937303 3958 Wei-Sheng Chen 59 Supervised Classification predictive_accuracy 7191 sklearn.pipeline.Pipeline(Imputer=sklearn.preprocessing.imputation.Imputer,OneHotEncoder=sklearn.preprocessing.data.OneHotEncoder,Classifier=sklearn.ensemble.forest.RandomForestClassifier)(7) 5968069 bootstrap true 7181 class_weight null 7181 criterion "gini" 7181 max_depth null 7181 max_features "auto" 7181 max_leaf_nodes null 7181 min_impurity_decrease 0.0 7181 min_impurity_split null 7181 min_samples_leaf 1 7181 min_samples_split 2 7181 min_weight_fraction_leaf 0.0 7181 n_estimators 10 7181 n_jobs 1 7181 oob_score false 7181 random_state 30385 7181 verbose 0 7181 warm_start false 7181 memory null 7191 axis 0 7192 copy true 7192 missing_values "NaN" 7192 strategy "median" 7192 verbose 0 7192 categorical_features "all" 7193 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 7193 handle_unknown "ignore" 7193 n_values "auto" 7193 sparse false 7193 openml-python Sklearn_0.19.0. 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 16797622 description https://api.openml.org/data/download/16797622/description.xml -1 16797623 predictions https://api.openml.org/data/download/16797623/predictions.arff area_under_roc_curve 0.9785999999999999 [1,0.9663,0.9695] average_cost 0 f_measure 0.9332264957264957 [1,0.903846,0.895833] kappa 0.9 kb_relative_information_score 132.89428547169405 mean_absolute_error 0.060910138760876 mean_prior_absolute_error 0.44444444444444337 number_of_instances 150 [50,50,50] precision 0.9350509930220076 [1,0.87037,0.934783] predictive_accuracy 0.9333333333333332 prior_entropy 1.584962500721156 recall 0.9333333333333333 [1,0.94,0.86] relative_absolute_error 0.13704781221197135 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.1907281327039052 root_relative_squared_error 0.4045954679939377 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 0.9866666666666667 [1,0.98,0.98] area_under_roc_curve 0.9666666666666667 [1,0.95,0.95] area_under_roc_curve 0.9099999999999999 [1,0.84,0.89] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9933333333333334 [1,1,0.98] 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 0.8666666666666667 [1,0.8,0.8] f_measure 0.8666666666666667 [1,0.8,0.8] 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] f_measure 0.9326599326599326 [1,0.909091,0.888889] kappa 0.9 kappa 1 kappa 1 kappa 0.9 kappa 0.8 kappa 0.8 kappa 0.9 kappa 0.9 kappa 0.9 kappa 0.9 kb_relative_information_score 13.333017127892187 kb_relative_information_score 14.401131353749822 kb_relative_information_score 14.720742330615368 kb_relative_information_score 13.546476180269956 kb_relative_information_score 12.228310479974025 kb_relative_information_score 11.986836277171877 kb_relative_information_score 13.310724886215144 kb_relative_information_score 13.137523944811724 kb_relative_information_score 13.47329993080803 kb_relative_information_score 12.756222960185712 mean_absolute_error 0.06771075837746666 mean_absolute_error 0.02687749287755555 mean_absolute_error 0.012611256698222221 mean_absolute_error 0.04833333333333333 mean_absolute_error 0.09126083792751112 mean_absolute_error 0.10164000813999555 mean_absolute_error 0.060348653225511105 mean_absolute_error 0.06639073272404444 mean_absolute_error 0.051557302600764444 mean_absolute_error 0.08237101170435555 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 0.8666666666666667 [1,0.8,0.8] precision 0.8666666666666667 [1,0.8,0.8] precision 0.9444444444444445 [1,0.833333,1] 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 0.8666666666666667 predictive_accuracy 0.8666666666666667 predictive_accuracy 0.9333333333333332 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 0.8666666666666667 [1,0.8,0.8] recall 0.8666666666666667 [1,0.8,0.8] recall 0.9333333333333333 [1,1,0.8] recall 0.9333333333333333 [1,1,0.8] recall 0.9333333333333333 [1,1,0.8] recall 0.9333333333333333 [1,1,0.8] relative_absolute_error 0.15234920634929996 relative_absolute_error 0.06047435897449996 relative_absolute_error 0.02837532757099999 relative_absolute_error 0.10874999999999996 relative_absolute_error 0.20533688533689998 relative_absolute_error 0.22869001831498992 relative_absolute_error 0.13578446975739994 relative_absolute_error 0.14937914862909996 relative_absolute_error 0.11600393085171996 relative_absolute_error 0.18533477633479994 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 0.14059345437950535 root_mean_squared_error 0.06484367223357908 root_mean_squared_error 0.0428992907211719 root_mean_squared_error 0.209247992158162 root_mean_squared_error 0.25460243402537935 root_mean_squared_error 0.29020493199356867 root_mean_squared_error 0.16100471886284723 root_mean_squared_error 0.18407982304785372 root_mean_squared_error 0.1948707971562511 root_mean_squared_error 0.21760533802896312 root_relative_squared_error 0.2982437549465692 root_relative_squared_error 0.13755420106020483 root_relative_squared_error 0.09100313813110135 root_relative_squared_error 0.4438820226141176 root_relative_squared_error 0.5400933228178388 root_relative_squared_error 0.6156176260392997 root_relative_squared_error 0.3415425855328587 root_relative_squared_error 0.3904922734702712 root_relative_squared_error 0.41338338637324 root_relative_squared_error 0.46161063042801215 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