6042699 1 Jan van Rijn 3950 Supervised Classification predictive_accuracy 6952 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1) 4077373 axis 0 6947 categorical_features [0] 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 [0] 6948 dtype {"oml-python:serialized_object": "type", "value": "np.float64"} 6948 handle_unknown "ignore" 6948 n_values "auto" 6948 sparse true 6948 threshold 0.0 6949 C 229.0531024538662 6953 cache_size 200 6953 class_weight null 6953 coef0 0.2888704700100688 6953 decision_function_shape null 6953 degree 4 6953 gamma 0.8949493887416573 6953 kernel "poly" 6953 max_iter -1 6953 probability true 6953 random_state 34375 6953 shrinking true 6953 tol 0.011230732511073978 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 13008471 description https://api.openml.org/data/download/13008471/description.xml -1 13008472 predictions https://api.openml.org/data/download/13008472/predictions.arff area_under_roc_curve 0.999973219997544 [0.999973,0.999973] average_cost 0 f_measure 0.9981812670506214 [0.998925,0.9941] kappa 0.9930252188340233 kb_relative_information_score 6473.725852747576 mean_absolute_error 0.005603771311708009 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9981812670506214 [0.998925,0.9941] predictive_accuracy 0.9981812670506214 prior_entropy 0.6203559250859288 recall 0.9981812670506214 [0.998925,0.9941] relative_absolute_error 0.02148430587084027 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.0382877265140705 root_relative_squared_error 0.10603650000629371 total_cost 0 area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9999824302480849 [0.999982,0.999982] area_under_roc_curve 0.999841872232764 [0.999842,0.999842] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9999121512404247 [0.999912,0.999912] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] 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 1 [1,1] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 0.996969696969697 [0.998208,0.990196] f_measure 0.9954635936086225 [0.997309,0.985366] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 1 [1,1] f_measure 0.9954635936086225 [0.997309,0.985366] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 0.9984856064092471 [0.999103,0.995074] f_measure 1 [1,1] kappa 1 kappa 0.9941786621507199 kappa 0.988403963736032 kappa 0.9826753464930702 kappa 0.9941786621507199 kappa 1 kappa 0.9826753464930702 kappa 0.9941786621507199 kappa 0.9941770563650341 kappa 1 kb_relative_information_score 648.9064513513149 kb_relative_information_score 648.5567945155108 kb_relative_information_score 648.6957863920488 kb_relative_information_score 643.4722845929525 kb_relative_information_score 652.4575126288495 kb_relative_information_score 649.1206158842026 kb_relative_information_score 634.8840790583997 kb_relative_information_score 654.0050727712686 kb_relative_information_score 645.8583073009046 kb_relative_information_score 647.7689482521471 mean_absolute_error 0.0038367449480903896 mean_absolute_error 0.006170486062154117 mean_absolute_error 0.004982980983520685 mean_absolute_error 0.007232056141984558 mean_absolute_error 0.004538270078861113 mean_absolute_error 0.0058944534695775565 mean_absolute_error 0.010420046822014499 mean_absolute_error 0.0032589044680078954 mean_absolute_error 0.0053393549510882205 mean_absolute_error 0.004362133291203405 mean_prior_absolute_error 0.2600651974288342 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.26111294765840265 mean_prior_absolute_error 0.2602257782682673 mean_prior_absolute_error 0.2602257782682673 number_of_instances 660 [559,101] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 660 [558,102] number_of_instances 659 [558,101] number_of_instances 659 [558,101] precision 1 [1,1] precision 0.9984875589526753 [0.998211,1] precision 0.996969696969697 [0.998208,0.990196] precision 0.9954812456721086 [0.998205,0.980583] precision 0.9984875589526753 [0.998211,1] precision 1 [1,1] precision 0.9954812456721086 [0.998205,0.980583] precision 0.9984875589526753 [0.998211,1] precision 0.9984974262846261 [1,0.990196] precision 1 [1,1] predictive_accuracy 1 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9969696969696971 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9984848484848484 predictive_accuracy 1 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9984825493171472 predictive_accuracy 1 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 prior_entropy 0.6203559250859288 recall 1 [1,1] recall 0.9984848484848485 [1,0.990196] recall 0.996969696969697 [0.998208,0.990196] recall 0.9954545454545455 [0.996416,0.990196] recall 0.9984848484848485 [1,0.990196] recall 1 [1,1] recall 0.9954545454545455 [0.996416,0.990196] recall 0.9984848484848485 [1,0.990196] recall 0.9984825493171472 [0.998208,1] recall 1 [1,1] relative_absolute_error 0.014753011883261695 relative_absolute_error 0.02363148253462547 relative_absolute_error 0.019083622731874635 relative_absolute_error 0.02769704147894571 relative_absolute_error 0.017380486565523517 relative_absolute_error 0.02257434387087113 relative_absolute_error 0.03990628161283821 relative_absolute_error 0.01248082294360719 relative_absolute_error 0.020518163060632175 relative_absolute_error 0.016762879220622303 root_mean_prior_squared_error 0.360018747598774 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.36147095160214215 root_mean_prior_squared_error 0.3602416958959955 root_mean_prior_squared_error 0.3602416958959955 root_mean_squared_error 0.023036065837291543 root_mean_squared_error 0.039269551466543304 root_mean_squared_error 0.04018244959120971 root_mean_squared_error 0.058231448612507904 root_mean_squared_error 0.03162084996490204 root_mean_squared_error 0.028575995309356145 root_mean_squared_error 0.05813037374619195 root_mean_squared_error 0.032974321187967906 root_mean_squared_error 0.02888508549973141 root_mean_squared_error 0.021481904219555502 root_relative_squared_error 0.06398573960643929 root_relative_squared_error 0.10863819427948351 root_relative_squared_error 0.1111637032328868 root_relative_squared_error 0.16109579028248205 root_relative_squared_error 0.08747826021634499 root_relative_squared_error 0.07905474888839394 root_relative_squared_error 0.16081616928979103 root_relative_squared_error 0.09122260320453504 root_relative_squared_error 0.0801825158742056 root_relative_squared_error 0.059631920636298276 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 11419.01725200296 usercpu_time_millis 10816.189159988426 usercpu_time_millis 10978.418393991888 usercpu_time_millis 10847.175215996685 usercpu_time_millis 11493.16385500424 usercpu_time_millis 11484.099981986219 usercpu_time_millis 11333.53939600056 usercpu_time_millis 10976.316403990495 usercpu_time_millis 11219.84325601079 usercpu_time_millis 11399.246824003058 usercpu_time_millis_testing 304.47761800314765 usercpu_time_millis_testing 302.4404399911873 usercpu_time_millis_testing 302.96031999750994 usercpu_time_millis_testing 294.36373099451885 usercpu_time_millis_testing 306.59025099885184 usercpu_time_millis_testing 304.6290389902424 usercpu_time_millis_testing 295.12392899778206 usercpu_time_millis_testing 304.2089779919479 usercpu_time_millis_testing 303.653224997106 usercpu_time_millis_testing 304.6811730018817 usercpu_time_millis_training 11114.539633999811 usercpu_time_millis_training 10513.748719997238 usercpu_time_millis_training 10675.458073994378 usercpu_time_millis_training 10552.811485002167 usercpu_time_millis_training 11186.573604005389 usercpu_time_millis_training 11179.470942995977 usercpu_time_millis_training 11038.415467002778 usercpu_time_millis_training 10672.107425998547 usercpu_time_millis_training 10916.190031013684 usercpu_time_millis_training 11094.565651001176