8833578 1 Jan van Rijn 59 Supervised Classification predictive_accuracy 7707 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,scaling=sklearn.preprocessing.data.StandardScaler,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1) 6808628 axis 0 7660 categorical_features [] 7660 copy true 7660 fill_empty 0 7660 missing_values "NaN" 7660 strategy "most_frequent" 7660 strategy_nominal "most_frequent" 7660 verbose 0 7660 categorical_features [] 7661 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 7661 handle_unknown "ignore" 7661 n_values "auto" 7661 sparse true 7661 threshold 0.0 7662 copy true 7663 with_mean false 7663 with_std true 7663 C 81.76066730458513 7708 cache_size 200 7708 class_weight null 7708 coef0 0.5812991045972824 7708 decision_function_shape null 7708 degree 1 7708 gamma 7.242707741012781 7708 kernel "rbf" 7708 max_iter -1 7708 probability true 7708 random_state 7665 7708 shrinking true 7708 tol 0.04055087590550191 7708 verbose false 7708 openml-pimp openml-python Sklearn_0.18.1. 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 18582898 description https://api.openml.org/data/download/18582898/description.xml -1 18582899 predictions https://api.openml.org/data/download/18582899/predictions.arff area_under_roc_curve 0.9854 [0.9986,0.9804,0.9772] average_cost 0 f_measure 0.9078399559277511 [0.969072,0.88172,0.872727] kappa 0.8599999999999998 kb_relative_information_score 121.13878500230348 mean_absolute_error 0.10206597091451011 mean_prior_absolute_error 0.44444444444444337 number_of_instances 150 [50,50,50] precision 0.9178294573643412 [1,0.953488,0.8] predictive_accuracy 0.9066666666666667 prior_entropy 1.584962500721156 recall 0.9066666666666666 [0.94,0.82,0.96] relative_absolute_error 0.22964843455764827 root_mean_prior_squared_error 0.4714045207910311 root_mean_squared_error 0.20979756985248954 root_relative_squared_error 0.44504785295746174 total_cost 0 area_under_roc_curve 0.98 [1,0.98,0.96] area_under_roc_curve 0.9866666666666667 [1,0.98,0.98] area_under_roc_curve 0.9800000000000001 [1,0.96,0.98] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.9466666666666669 [1,0.92,0.92] 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 0.9933333333333334 [1,0.98,1] 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 0.8666666666666667 [1,0.8,0.8] f_measure 0.8027065527065528 [0.888889,0.75,0.769231] f_measure 0.8703703703703703 [0.888889,0.888889,0.833333] f_measure 0.8703703703703703 [0.888889,0.888889,0.833333] f_measure 1 [1,1,1] f_measure 0.861111111111111 [1,0.75,0.833333] f_measure 1 [1,1,1] f_measure 0.9326599326599326 [1,0.909091,0.888889] f_measure 0.9326599326599326 [1,0.888889,0.909091] f_measure 0.9326599326599326 [1,0.888889,0.909091] kappa 0.8 kappa 0.7000000000000001 kappa 0.8 kappa 0.8 kappa 1 kappa 0.8 kappa 1 kappa 0.9 kappa 0.9 kappa 0.9 kb_relative_information_score 10.90784717344008 kb_relative_information_score 10.859071807570174 kb_relative_information_score 11.521270584253385 kb_relative_information_score 12.551947908038079 kb_relative_information_score 13.466377317762538 kb_relative_information_score 11.556615392785814 kb_relative_information_score 12.898340358956213 kb_relative_information_score 12.62527959699091 kb_relative_information_score 12.637666699914552 kb_relative_information_score 12.11436816259169 mean_absolute_error 0.14124039274663602 mean_absolute_error 0.13933891736470064 mean_absolute_error 0.11905849895926023 mean_absolute_error 0.08996582772668708 mean_absolute_error 0.06201133215721952 mean_absolute_error 0.12144767939825289 mean_absolute_error 0.08070645083603947 mean_absolute_error 0.08151258482694507 mean_absolute_error 0.08423985958052492 mean_absolute_error 0.10113816554883565 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 0.8666666666666667 [1,0.8,0.8] precision 0.875 [1,1,0.625] precision 0.9047619047619048 [1,1,0.714286] precision 0.9047619047619048 [1,1,0.714286] precision 1 [1,1,1] precision 0.9047619047619048 [1,1,0.714286] precision 1 [1,1,1] precision 0.9444444444444445 [1,0.833333,1] precision 0.9444444444444445 [1,1,0.833333] precision 0.9444444444444445 [1,1,0.833333] predictive_accuracy 0.8666666666666667 predictive_accuracy 0.8 predictive_accuracy 0.8666666666666667 predictive_accuracy 0.8666666666666667 predictive_accuracy 1 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 0.8666666666666667 [1,0.8,0.8] recall 0.8 [0.8,0.6,1] recall 0.8666666666666667 [0.8,0.8,1] recall 0.8666666666666667 [0.8,0.8,1] recall 1 [1,1,1] recall 0.8666666666666667 [1,0.6,1] recall 1 [1,1,1] recall 0.9333333333333333 [1,1,0.8] recall 0.9333333333333333 [1,0.8,1] recall 0.9333333333333333 [1,0.8,1] relative_absolute_error 0.3177908836799309 relative_absolute_error 0.31351256407057637 relative_absolute_error 0.2678816226583354 relative_absolute_error 0.20242311238504587 relative_absolute_error 0.13952549735374387 relative_absolute_error 0.2732572786460689 relative_absolute_error 0.18158951438108875 relative_absolute_error 0.18340331586062636 relative_absolute_error 0.18953968405618102 relative_absolute_error 0.22756087248488016 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 0.25268860015426325 root_mean_squared_error 0.25932824318587255 root_mean_squared_error 0.24228138816712924 root_mean_squared_error 0.17371747278826125 root_mean_squared_error 0.11696045557513235 root_mean_squared_error 0.2595523150938176 root_mean_squared_error 0.1523810666849561 root_mean_squared_error 0.21540919550181822 root_mean_squared_error 0.17683582543710047 root_mean_squared_error 0.19552578552832697 root_relative_squared_error 0.5360334680928469 root_relative_squared_error 0.5501182779297736 root_relative_squared_error 0.5139564375848017 root_relative_squared_error 0.36851040905750715 root_relative_squared_error 0.24811059380353204 root_relative_squared_error 0.5505936062265178 root_relative_squared_error 0.3232490567321159 root_relative_squared_error 0.4569519086078232 root_relative_squared_error 0.37512543396988285 root_relative_squared_error 0.4147728265317195 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 22.037060000002384 usercpu_time_millis 19.173161999788135 usercpu_time_millis 17.85416400525719 usercpu_time_millis 16.527653999219183 usercpu_time_millis 15.913782001007348 usercpu_time_millis 14.832467000815086 usercpu_time_millis 14.031897000677418 usercpu_time_millis 14.446663000853732 usercpu_time_millis 14.607939003326464 usercpu_time_millis 13.697715003218036 usercpu_time_millis_testing 1.2128540038247593 usercpu_time_millis_testing 1.0696850004023872 usercpu_time_millis_testing 0.9719860026962124 usercpu_time_millis_testing 0.9043379977811128 usercpu_time_millis_testing 0.8688340021762997 usercpu_time_millis_testing 0.822838002932258 usercpu_time_millis_testing 0.7892909998190589 usercpu_time_millis_testing 0.7864490034990013 usercpu_time_millis_testing 0.8191380038624629 usercpu_time_millis_testing 0.7880990015110001 usercpu_time_millis_training 20.824205996177625 usercpu_time_millis_training 18.103476999385748 usercpu_time_millis_training 16.882178002560977 usercpu_time_millis_training 15.62331600143807 usercpu_time_millis_training 15.044947998831049 usercpu_time_millis_training 14.009628997882828 usercpu_time_millis_training 13.242606000858359 usercpu_time_millis_training 13.660213997354731 usercpu_time_millis_training 13.788800999464002 usercpu_time_millis_training 12.909616001707036