8857788 1 Jan van Rijn 59 Supervised Classification predictive_accuracy 7767 sklearn.pipeline.Pipeline(Imputer=sklearn.preprocessing.imputation.Imputer,OneHotEncoder=sklearn.preprocessing.data.OneHotEncoder,Classifier=sklearn.ensemble.forest.RandomForestClassifier)(13) 6832829 bootstrap true 7614 class_weight null 7614 criterion "gini" 7614 max_depth null 7614 max_features "auto" 7614 max_leaf_nodes null 7614 min_impurity_split 1e-07 7614 min_samples_leaf 1 7614 min_samples_split 2 7614 min_weight_fraction_leaf 0.0 7614 n_estimators 10 7614 n_jobs 1 7614 oob_score false 7614 random_state 55427 7614 verbose 0 7614 warm_start false 7614 categorical_features "all" 7661 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 7661 handle_unknown "ignore" 7661 n_values "auto" 7661 sparse false 7661 axis 0 7768 copy true 7768 missing_values "NaN" 7768 strategy "median" 7768 verbose 0 7768 openml-python Sklearn_0.18.1. 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 18631124 description https://api.openml.org/data/download/18631124/description.xml -1 18631123 predictions https://api.openml.org/data/download/18631123/predictions.arff area_under_roc_curve 0.9726666666666667 [1,0.955,0.963] average_cost 0 f_measure 0.9465811965811967 [1,0.923077,0.916667] kappa 0.9199999999999998 kb_relative_information_score 132.03735360118674 mean_absolute_error 0.06638390886528443 mean_prior_absolute_error 0.44444444444444337 number_of_instances 150 [50,50,50] precision 0.9484702093397746 [1,0.888889,0.956522] predictive_accuracy 0.9466666666666668 prior_entropy 1.584962500721156 recall 0.9466666666666667 [1,0.96,0.88] relative_absolute_error 0.14936379494689034 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.19207275298029167 root_relative_squared_error 0.40744783834059917 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 0.9333333333333333 [1,0.88,0.92] 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 0.9533333333333334 [1,0.94,0.92] 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 0.8666666666666667 [1,0.8,0.8] 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 0.8 kappa 1 kappa 0.9 kappa 0.9 kappa 0.9 kb_relative_information_score 12.7651169065173 kb_relative_information_score 14.253689539126139 kb_relative_information_score 14.561971338469705 kb_relative_information_score 13.220264542358748 kb_relative_information_score 13.126496863468951 kb_relative_information_score 11.548789770999488 kb_relative_information_score 13.543731067675896 kb_relative_information_score 12.787662465777707 kb_relative_information_score 13.265696941614227 kb_relative_information_score 12.963934165178438 mean_absolute_error 0.08799983966657778 mean_absolute_error 0.03290297066764444 mean_absolute_error 0.019636648391555555 mean_absolute_error 0.06296296296293333 mean_absolute_error 0.06682603815937778 mean_absolute_error 0.1179715099715111 mean_absolute_error 0.05914247480915556 mean_absolute_error 0.08187830687831334 mean_absolute_error 0.06037900733977554 mean_absolute_error 0.07413932980599999 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 0.8666666666666667 [1,0.8,0.8] 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 0.8666666666666667 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 0.8666666666666667 [1,0.8,0.8] 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 0.1979996392497999 relative_absolute_error 0.07403168400219998 relative_absolute_error 0.04418245888099999 relative_absolute_error 0.14166666666659994 relative_absolute_error 0.15035858585859996 relative_absolute_error 0.2654358974358999 relative_absolute_error 0.13307056832059996 relative_absolute_error 0.18422619047620492 relative_absolute_error 0.13585276651449493 relative_absolute_error 0.16681349206349994 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 0.17255217696523348 root_mean_squared_error 0.07849789938312145 root_mean_squared_error 0.055698504401024126 root_mean_squared_error 0.21721861205249313 root_mean_squared_error 0.20692156330623568 root_mean_squared_error 0.293823825610987 root_mean_squared_error 0.13247350043536174 root_mean_squared_error 0.21558882680134975 root_mean_squared_error 0.21017223678345057 root_mean_squared_error 0.21295043565403615 root_relative_squared_error 0.3660384433218533 root_relative_squared_error 0.16651919088811343 root_relative_squared_error 0.11815437049173876 root_relative_squared_error 0.4607902607467434 root_relative_squared_error 0.43894692176268213 root_relative_squared_error 0.6232944586911074 root_relative_squared_error 0.28101873145609 root_relative_squared_error 0.4573329641378595 root_relative_squared_error 0.44584264154016784 root_relative_squared_error 0.4517360913227955 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 14.681203000000309 usercpu_time_millis 15.150214000000162 usercpu_time_millis 14.589545999998066 usercpu_time_millis 13.259580999999798 usercpu_time_millis 13.858367000000982 usercpu_time_millis 14.893378999998319 usercpu_time_millis 15.057961999998426 usercpu_time_millis 15.443851000000564 usercpu_time_millis 13.844151999999 usercpu_time_millis 13.740654000001129 usercpu_time_millis_testing 3.0998740000001135 usercpu_time_millis_testing 3.073829999999944 usercpu_time_millis_testing 3.4251329999985813 usercpu_time_millis_testing 3.058870000000269 usercpu_time_millis_testing 3.0948930000000985 usercpu_time_millis_testing 3.6676299999989226 usercpu_time_millis_testing 3.3995619999984683 usercpu_time_millis_testing 3.377245000001139 usercpu_time_millis_testing 3.2714790000003546 usercpu_time_millis_testing 3.0031500000013978 usercpu_time_millis_training 11.581329000000196 usercpu_time_millis_training 12.076384000000218 usercpu_time_millis_training 11.164412999999485 usercpu_time_millis_training 10.20071099999953 usercpu_time_millis_training 10.763474000000883 usercpu_time_millis_training 11.225748999999396 usercpu_time_millis_training 11.658399999999958 usercpu_time_millis_training 12.066605999999425 usercpu_time_millis_training 10.572672999998645 usercpu_time_millis_training 10.737503999999731