9204039 6079 Eelco Lambers 59 Supervised Classification predictive_accuracy 8618 sklearn.pipeline.Pipeline(Imputer=sklearn.preprocessing.imputation.Imputer,OneHotEncoder=sklearn.preprocessing.data.OneHotEncoder,Classifier=sklearn.ensemble.forest.RandomForestClassifier)(18) 7133675 memory null 8618 axis 0 8619 copy true 8619 missing_values "NaN" 8619 strategy "median" 8619 verbose 0 8619 categorical_features "all" 8620 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 8620 handle_unknown "ignore" 8620 n_values "auto" 8620 sparse false 8620 bootstrap true 8621 class_weight null 8621 criterion "gini" 8621 max_depth null 8621 max_features "auto" 8621 max_leaf_nodes null 8621 min_impurity_decrease 0.0 8621 min_impurity_split null 8621 min_samples_leaf 1 8621 min_samples_split 2 8621 min_weight_fraction_leaf 0.0 8621 n_estimators 10 8621 n_jobs 1 8621 oob_score false 8621 random_state 5330 8621 verbose 0 8621 warm_start false 8621 openml-python Sklearn_0.19.0. 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 19334785 description https://api.openml.org/data/download/19334785/description.xml -1 19334786 predictions https://api.openml.org/data/download/19334786/predictions.arff area_under_roc_curve 0.9765666666666668 [1,0.9622,0.9675] average_cost 0 f_measure 0.9332264957264957 [1,0.903846,0.895833] kappa 0.9 kb_relative_information_score 131.13880161634816 mean_absolute_error 0.06815519722605282 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 0.15334919375861922 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.19524966498485297 root_relative_squared_error 0.4141870864055739 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 0.9233333333333335 [1,0.86,0.91] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9599999999999999 [1,0.94,0.94] 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 12.892825839909287 kb_relative_information_score 14.170475052326967 kb_relative_information_score 14.614909573767743 kb_relative_information_score 13.421398932641603 kb_relative_information_score 12.180938999591719 kb_relative_information_score 11.620545975936613 kb_relative_information_score 13.513589680891233 kb_relative_information_score 12.810378565042894 kb_relative_information_score 13.064797463202344 kb_relative_information_score 12.848941533037541 mean_absolute_error 0.08148564398568889 mean_absolute_error 0.03605749805755556 mean_absolute_error 0.016903162464533335 mean_absolute_error 0.052821548821548894 mean_absolute_error 0.09421869488537778 mean_absolute_error 0.1164125866871111 mean_absolute_error 0.058717657433333334 mean_absolute_error 0.08021478739124356 mean_absolute_error 0.06600915315622445 mean_absolute_error 0.07871123937791111 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 0.18334269896779992 relative_absolute_error 0.08112937062949997 relative_absolute_error 0.03803211554519999 relative_absolute_error 0.118848484848485 relative_absolute_error 0.21199206349209995 relative_absolute_error 0.26192832004599986 relative_absolute_error 0.13211472922499998 relative_absolute_error 0.18048327163029795 relative_absolute_error 0.14852059460150496 relative_absolute_error 0.17710028860029994 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 0.1676418802046049 root_mean_squared_error 0.08697088873698758 root_mean_squared_error 0.05732164967045386 root_mean_squared_error 0.20156751300687292 root_mean_squared_error 0.24859399624614734 root_mean_squared_error 0.2880477730967343 root_mean_squared_error 0.13705955774109407 root_mean_squared_error 0.21838864574155958 root_mean_squared_error 0.21384047654125296 root_mean_squared_error 0.2113390180255278 root_relative_squared_error 0.35562213091061684 root_relative_squared_error 0.18449311557523396 root_relative_squared_error 0.12159758157233265 root_relative_squared_error 0.42758926594220237 root_relative_squared_error 0.5273475015237418 root_relative_squared_error 0.6110416009871543 root_relative_squared_error 0.2907472281154703 root_relative_squared_error 0.4632722770140102 root_relative_squared_error 0.4536241531634484 root_relative_squared_error 0.44831775832547005 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 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 15.625 usercpu_time_millis 15.625 usercpu_time_millis 15.625 usercpu_time_millis 31.25 usercpu_time_millis_testing 15.625 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 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 0 usercpu_time_millis_testing 15.625 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 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 15.625