9864488 6851 Randolf Scholz 59 Supervised Classification predictive_accuracy 8657 sklearn.pipeline.Pipeline(Imputer=sklearn.preprocessing.imputation.Imputer,OneHotEncoder=sklearn.preprocessing.data.OneHotEncoder,Classifier=sklearn.ensemble.forest.RandomForestClassifier)(19) 7793892 bootstrap true 8656 class_weight null 8656 criterion "gini" 8656 max_depth null 8656 max_features "auto" 8656 max_leaf_nodes null 8656 min_impurity_decrease 0.0 8656 min_impurity_split null 8656 min_samples_leaf 1 8656 min_samples_split 2 8656 min_weight_fraction_leaf 0.0 8656 n_estimators 10 8656 n_jobs 1 8656 oob_score false 8656 random_state 65268 8656 verbose 0 8656 warm_start false 8656 memory null 8657 axis 0 8658 copy true 8658 missing_values "NaN" 8658 strategy "median" 8658 verbose 0 8658 categorical_features "all" 8659 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 8659 handle_unknown "ignore" 8659 n_values "auto" 8659 sparse false 8659 openml-python Sklearn_0.19.2. 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 20649253 description https://api.openml.org/data/download/20649253/description.xml -1 20649254 predictions https://api.openml.org/data/download/20649254/predictions.arff area_under_roc_curve 0.9726666666666667 [1,0.956,0.962] average_cost 0 f_measure 0.9332264957264957 [1,0.903846,0.895833] kappa 0.9 kb_relative_information_score 130.71438060665074 mean_absolute_error 0.06930222906321977 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 0.15593001539224485 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.19721195151443385 root_relative_squared_error 0.4183497247406669 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 0.9099999999999999 [1,0.84,0.89] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9733333333333333 [1,0.98,0.94] 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 1 [1,1,1] 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 0.7979797979797979 [1,0.727273,0.666667] 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 1 kappa 1 kappa 1 kappa 0.9 kappa 0.8 kappa 0.7000000000000001 kappa 0.9 kappa 0.9 kappa 0.9 kappa 0.9 kb_relative_information_score 13.392235714627684 kb_relative_information_score 13.918030790966831 kb_relative_information_score 14.551012596510818 kb_relative_information_score 13.427815739996449 kb_relative_information_score 12.34849852279823 kb_relative_information_score 10.937132962080575 kb_relative_information_score 13.559197333042661 kb_relative_information_score 12.515694626708736 kb_relative_information_score 13.064837892373758 kb_relative_information_score 12.999924427544775 mean_absolute_error 0.06753182619849286 mean_absolute_error 0.04538539530644793 mean_absolute_error 0.019171461417075455 mean_absolute_error 0.05333333333333333 mean_absolute_error 0.08890860990860991 mean_absolute_error 0.1326803709610727 mean_absolute_error 0.05606000840882161 mean_absolute_error 0.08811922209961426 mean_absolute_error 0.06975012025012026 mean_absolute_error 0.0720819427486094 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 1 [1,1,1] 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 0.8055555555555555 [1,0.666667,0.75] 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 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9333333333333332 predictive_accuracy 0.8666666666666667 predictive_accuracy 0.8 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 1 [1,1,1] 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 0.8 [1,0.8,0.6] 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 0.1519466089466089 relative_absolute_error 0.10211713943950781 relative_absolute_error 0.04313578818841976 relative_absolute_error 0.11999999999999994 relative_absolute_error 0.20004437229437225 relative_absolute_error 0.29853083466241354 relative_absolute_error 0.12613501891984857 relative_absolute_error 0.19826824972413198 relative_absolute_error 0.15693777056277053 relative_absolute_error 0.16218437118437112 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 0.13146123181229047 root_mean_squared_error 0.10760831733899125 root_mean_squared_error 0.06736060527621908 root_mean_squared_error 0.21395742047841618 root_mean_squared_error 0.24451109549257494 root_mean_squared_error 0.3155580696720025 root_mean_squared_error 0.13848452428543948 root_mean_squared_error 0.2187177342111795 root_mean_squared_error 0.20019632229172374 root_mean_squared_error 0.20806766810813254 root_relative_squared_error 0.2788713854328218 root_relative_squared_error 0.2282717127074239 root_relative_squared_error 0.14289342232693453 root_relative_squared_error 0.45387222871640864 root_relative_squared_error 0.5186863610944537 root_relative_squared_error 0.6693997527696299 root_relative_squared_error 0.2937700386348821 root_relative_squared_error 0.4639703790794459 root_relative_squared_error 0.42468053118325627 root_relative_squared_error 0.4413781771947973 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 19.05770100000126 usercpu_time_millis 12.017980999999622 usercpu_time_millis 11.858104000000758 usercpu_time_millis 11.919274999999452 usercpu_time_millis 11.821115999999243 usercpu_time_millis 11.872987000000279 usercpu_time_millis 11.869900000000655 usercpu_time_millis 11.937513999999538 usercpu_time_millis 11.787286000000563 usercpu_time_millis 12.05478100000068 usercpu_time_millis_testing 2.942363000000725 usercpu_time_millis_testing 2.3799650000002615 usercpu_time_millis_testing 2.4177720000002623 usercpu_time_millis_testing 2.4076529999996765 usercpu_time_millis_testing 2.3815349999996016 usercpu_time_millis_testing 2.4103719999999385 usercpu_time_millis_testing 2.389122000000299 usercpu_time_millis_testing 2.4883179999992677 usercpu_time_millis_testing 2.3946340000007282 usercpu_time_millis_testing 2.485046000000324 usercpu_time_millis_training 16.115338000000534 usercpu_time_millis_training 9.63801599999936 usercpu_time_millis_training 9.440332000000495 usercpu_time_millis_training 9.511621999999775 usercpu_time_millis_training 9.439580999999642 usercpu_time_millis_training 9.46261500000034 usercpu_time_millis_training 9.480778000000356 usercpu_time_millis_training 9.44919600000027 usercpu_time_millis_training 9.392651999999835 usercpu_time_millis_training 9.569735000000357