6017126 1 Jan van Rijn 9977 Supervised Classification 6970 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.ensemble.weight_boosting.AdaBoostClassifier(base_estimator=sklearn.tree.tree.DecisionTreeClassifier))(1) 4051815 class_weight null 6941 criterion "gini" 6941 max_depth 9 6941 max_features null 6941 max_leaf_nodes null 6941 min_impurity_split 1e-07 6941 min_samples_leaf 1 6941 min_samples_split 2 6941 min_weight_fraction_leaf 0.0 6941 presort false 6941 random_state 34086 6941 splitter "best" 6941 axis 0 6947 categorical_features [6, 7, 14, 15, 22, 23, 30, 31, 38, 39, 46, 47, 54, 55, 62, 63, 70, 71, 78, 79, 86, 87, 91, 95, 99, 103, 107, 111, 115] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "most_frequent" 6947 strategy_nominal "most_frequent" 6947 verbose 0 6947 categorical_features [6, 7, 14, 15, 22, 23, 30, 31, 38, 39, 46, 47, 54, 55, 62, 63, 70, 71, 78, 79, 86, 87, 91, 95, 99, 103, 107, 111, 115] 6948 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 6948 handle_unknown "ignore" 6948 n_values "auto" 6948 sparse false 6948 threshold 0.0 6949 algorithm "SAMME" 6971 learning_rate 0.751719074162251 6971 n_estimators 356 6971 random_state 51449 6971 openml-pimp openml-python Sklearn_0.18.1. study_71 1486 nomao https://www.openml.org/data/download/1592278/phpDYCOet -1 12957381 description https://api.openml.org/data/download/12957381/description.xml -1 12957382 predictions https://api.openml.org/data/download/12957382/predictions.arff area_under_roc_curve 0.9958928390565128 [0.995893,0.995893] average_cost 0 f_measure 0.9736203208460258 [0.953566,0.981639] kappa 0.9352059349059585 kb_relative_information_score -2965.4447493398625 mean_absolute_error 0.4122700935978239 mean_prior_absolute_error 0.4080904194746198 number_of_instances 34465 [9844,24621] precision 0.9736053067218953 [0.961193,0.978568] predictive_accuracy 0.9736834469751922 prior_entropy 0.8630164444447486 recall 0.9736834469751923 [0.946059,0.984728] relative_absolute_error 1.0102420295202839 root_mean_prior_squared_error 0.4517106852187937 root_mean_squared_error 0.41378439637407394 root_relative_squared_error 0.9160385395214871 total_cost 0 area_under_roc_curve 0.9957150378446539 [0.995715,0.995715] area_under_roc_curve 0.9965431925676372 [0.996543,0.996543] area_under_roc_curve 0.9954607495866098 [0.995461,0.995461] area_under_roc_curve 0.9972479144931898 [0.997248,0.997248] area_under_roc_curve 0.9957910493305347 [0.995791,0.995791] area_under_roc_curve 0.9952996935533938 [0.9953,0.9953] area_under_roc_curve 0.9954268292682927 [0.995427,0.995427] area_under_roc_curve 0.9974226123252296 [0.997423,0.997423] area_under_roc_curve 0.993786861101755 [0.993787,0.993787] area_under_roc_curve 0.9967353364638439 [0.996735,0.996735] 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 0.9761819351796532 [0.958163,0.983381] f_measure 0.9732187706988185 [0.952772,0.981399] f_measure 0.9744627644171344 [0.955285,0.982136] f_measure 0.975012405752823 [0.956122,0.98257] f_measure 0.9738743746777515 [0.954222,0.981737] f_measure 0.9700220268055494 [0.947152,0.979162] f_measure 0.9686304650221873 [0.944954,0.978093] f_measure 0.9775463461408926 [0.960248,0.98446] f_measure 0.9723936267200912 [0.951506,0.980742] f_measure 0.974868679447397 [0.955301,0.982689] kappa 0.9415442764042825 kappa 0.9341744910273607 kappa 0.9374201856499832 kappa 0.938693005912681 kappa 0.9359588888393454 kappa 0.9263175988046004 kappa 0.9230477211317298 kappa 0.9447134828159699 kappa 0.9322483802484894 kappa 0.9380032233068853 kb_relative_information_score -256.8367591056481 kb_relative_information_score -276.56269530071967 kb_relative_information_score -296.14734018264613 kb_relative_information_score -275.5112024414069 kb_relative_information_score -275.19966953781153 kb_relative_information_score -313.3586835247708 kb_relative_information_score -294.9525285734795 kb_relative_information_score -294.70324473210826 kb_relative_information_score -306.9687781401303 kb_relative_information_score -375.2038478011595 mean_absolute_error 0.4095045808210292 mean_absolute_error 0.4108461757044678 mean_absolute_error 0.4121058965386961 mean_absolute_error 0.4107497530093166 mean_absolute_error 0.4106699581461601 mean_absolute_error 0.4135359135805078 mean_absolute_error 0.4122068641618644 mean_absolute_error 0.4120645792614005 mean_absolute_error 0.412560546735582 mean_absolute_error 0.41845883694079367 mean_prior_absolute_error 0.4080229059806574 mean_prior_absolute_error 0.4081472833897437 mean_prior_absolute_error 0.4081472833897437 mean_prior_absolute_error 0.4081472833897437 mean_prior_absolute_error 0.4081472833897437 mean_prior_absolute_error 0.40805842175852763 mean_prior_absolute_error 0.40805842175852763 mean_prior_absolute_error 0.40805842175852763 mean_prior_absolute_error 0.40805842175852763 mean_prior_absolute_error 0.40805842175852763 number_of_instances 3447 [984,2463] number_of_instances 3447 [985,2462] number_of_instances 3447 [985,2462] number_of_instances 3447 [985,2462] number_of_instances 3447 [985,2462] number_of_instances 3446 [984,2462] number_of_instances 3446 [984,2462] number_of_instances 3446 [984,2462] number_of_instances 3446 [984,2462] number_of_instances 3446 [984,2462] precision 0.97616548050929 [0.96209,0.981789] precision 0.9732246145304654 [0.963655,0.977053] precision 0.9744557698550047 [0.956256,0.981737] precision 0.9749940328307333 [0.961026,0.980583] precision 0.9738615913914026 [0.956167,0.980941] precision 0.9700058639980913 [0.956477,0.975413] precision 0.9686087319525071 [0.947853,0.976904] precision 0.9776329995504369 [0.975866,0.978339] precision 0.9723715826837893 [0.955897,0.978956] precision 0.9750894608967668 [0.97766,0.974062] predictive_accuracy 0.976211198143313 predictive_accuracy 0.9733101247461561 predictive_accuracy 0.9744705541050189 predictive_accuracy 0.9750507687844503 predictive_accuracy 0.9738903394255874 predictive_accuracy 0.9701102727800348 predictive_accuracy 0.9686593151479976 predictive_accuracy 0.977655252466628 predictive_accuracy 0.9724318049912942 predictive_accuracy 0.975043528728961 prior_entropy 0.8630164444447486 prior_entropy 0.8630164444447486 prior_entropy 0.8630164444447486 prior_entropy 0.8630164444447486 prior_entropy 0.8630164444447486 prior_entropy 0.8630164444447486 prior_entropy 0.8630164444447486 prior_entropy 0.8630164444447486 prior_entropy 0.8630164444447486 prior_entropy 0.8630164444447486 recall 0.976211198143313 [0.954268,0.984978] recall 0.9733101247461561 [0.942132,0.985784] recall 0.9744705541050188 [0.954315,0.982535] recall 0.9750507687844503 [0.951269,0.984565] recall 0.9738903394255874 [0.952284,0.982535] recall 0.9701102727800348 [0.938008,0.982941] recall 0.9686593151479976 [0.942073,0.979285] recall 0.977655252466628 [0.945122,0.990658] recall 0.9724318049912942 [0.947154,0.982535] recall 0.9750435287289612 [0.933943,0.99147] relative_absolute_error 1.003631352109536 relative_absolute_error 1.0066125450898735 relative_absolute_error 1.009698981985315 relative_absolute_error 1.0063763002364217 relative_absolute_error 1.0061807951665513 relative_absolute_error 1.013423302963274 relative_absolute_error 1.010166295270807 relative_absolute_error 1.0098176076984473 relative_absolute_error 1.0110330402143215 relative_absolute_error 1.02548756410282 root_mean_prior_squared_error 0.4516359481339797 root_mean_prior_squared_error 0.45177362368332785 root_mean_prior_squared_error 0.45177362368332785 root_mean_prior_squared_error 0.45177362368332785 root_mean_prior_squared_error 0.45177362368332785 root_mean_prior_squared_error 0.4516752654560011 root_mean_prior_squared_error 0.4516752654560011 root_mean_prior_squared_error 0.4516752654560011 root_mean_prior_squared_error 0.4516752654560011 root_mean_prior_squared_error 0.4516752654560011 root_mean_squared_error 0.41114617641490153 root_mean_squared_error 0.41236774371223095 root_mean_squared_error 0.41364647819215977 root_mean_squared_error 0.4122890239547766 root_mean_squared_error 0.4122579492759141 root_mean_squared_error 0.41502734041376993 root_mean_squared_error 0.41376914459826386 root_mean_squared_error 0.41348840921932506 root_mean_squared_error 0.4140966548007402 root_mean_squared_error 0.4196964304691261 root_relative_squared_error 0.9103486516377418 root_relative_squared_error 0.9127751645839364 root_relative_squared_error 0.9156056407624774 root_relative_squared_error 0.9126009185604247 root_relative_squared_error 0.9125321348217699 root_relative_squared_error 0.9188622272569381 root_relative_squared_error 0.9160766068970634 root_relative_squared_error 0.9154550643854198 root_relative_squared_error 0.916801707932086 root_relative_squared_error 0.9291994992141314 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 209493.8654209982 usercpu_time_millis 210685.53083500228 usercpu_time_millis 211460.05495899954 usercpu_time_millis 211970.66656400057 usercpu_time_millis 209173.6566139989 usercpu_time_millis 209331.51531399926 usercpu_time_millis 209344.93243700126 usercpu_time_millis 210468.7284089996 usercpu_time_millis 210589.12975500425 usercpu_time_millis 214858.26753500078 usercpu_time_millis_testing 437.7168389983126 usercpu_time_millis_testing 444.5721230003983 usercpu_time_millis_testing 447.6345930015668 usercpu_time_millis_testing 440.38076699871453 usercpu_time_millis_testing 442.2922970006766 usercpu_time_millis_testing 438.75493700033985 usercpu_time_millis_testing 448.5312500000873 usercpu_time_millis_testing 458.773222999298 usercpu_time_millis_testing 434.94446400291054 usercpu_time_millis_testing 490.5639759999758 usercpu_time_millis_training 209056.14858199988 usercpu_time_millis_training 210240.95871200188 usercpu_time_millis_training 211012.42036599797 usercpu_time_millis_training 211530.28579700185 usercpu_time_millis_training 208731.36431699822 usercpu_time_millis_training 208892.76037699892 usercpu_time_millis_training 208896.40118700117 usercpu_time_millis_training 210009.9551860003 usercpu_time_millis_training 210154.18529100134 usercpu_time_millis_training 214367.7035590008