6132610 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) 4165949 axis 0 6947 categorical_features [0] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "mean" 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 18.82727613397318 6953 cache_size 200 6953 class_weight null 6953 coef0 0.855190509065854 6953 decision_function_shape null 6953 degree 2 6953 gamma 0.008193836766608628 6953 kernel "poly" 6953 max_iter -1 6953 probability true 6953 random_state 33078 6953 shrinking true 6953 tol 0.00014061316827721165 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 13196148 description https://api.openml.org/data/download/13196148/description.xml -1 13196149 predictions https://api.openml.org/data/download/13196149/predictions.arff area_under_roc_curve 0.9999622965754895 [0.999962,0.999962] average_cost 0 f_measure 0.9986356759078239 [0.999194,0.995573] kappa 0.9947668101089344 kb_relative_information_score 6493.697987349767 mean_absolute_error 0.004995183952236774 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9986354893495637 [0.999104,0.996063] predictive_accuracy 0.9986359502879661 prior_entropy 0.6203559250859288 recall 0.998635950287966 [0.999283,0.995084] relative_absolute_error 0.01915104202891846 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.034029782872407995 root_relative_squared_error 0.09424427617654967 total_cost 0 area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9999297209923396 [0.99993,0.99993] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9997364537212735 [0.999736,0.999736] 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 0.9954453844244848 [0.997314,0.985222] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 0.9969574059373737 [0.998211,0.990099] f_measure 0.9969816869783752 [0.998205,0.990291] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.9984856064092471 [0.999103,0.995074] kappa 1 kappa 0.9825359864521593 kappa 1 kappa 1 kappa 0.9941786621507199 kappa 0.9883103081827842 kappa 0.9884961305166282 kappa 1 kappa 1 kappa 0.9941770563650341 kb_relative_information_score 649.1814983399967 kb_relative_information_score 639.893424444529 kb_relative_information_score 651.9314259729891 kb_relative_information_score 651.3704630640208 kb_relative_information_score 653.789798842101 kb_relative_information_score 650.3670400005107 kb_relative_information_score 644.4609577848951 kb_relative_information_score 653.5921926841974 kb_relative_information_score 650.5395521382887 kb_relative_information_score 648.5716340783245 mean_absolute_error 0.0038424056400408156 mean_absolute_error 0.009221570139681945 mean_absolute_error 0.004977679094306721 mean_absolute_error 0.00482958413826592 mean_absolute_error 0.003660047757089641 mean_absolute_error 0.00512942609577061 mean_absolute_error 0.00712644087085293 mean_absolute_error 0.0038620449659027083 mean_absolute_error 0.003533966216918953 mean_absolute_error 0.0037645961102388942 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 0.995444964890049 [0.996422,0.990099] precision 1 [1,1] precision 1 [1,1] precision 0.9984875589526753 [0.998211,1] precision 0.9969805194805195 [0.996429,1] precision 0.997027972027972 [1,0.980769] precision 1 [1,1] precision 1 [1,1] precision 0.9984974262846261 [1,0.990196] predictive_accuracy 1 predictive_accuracy 0.9954545454545455 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9969696969696971 predictive_accuracy 0.9969696969696971 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9984825493171472 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 0.9954545454545455 [0.998208,0.980392] recall 1 [1,1] recall 1 [1,1] recall 0.9984848484848485 [1,0.990196] recall 0.996969696969697 [1,0.980392] recall 0.996969696969697 [0.996416,1] recall 1 [1,1] recall 1 [1,1] recall 0.9984825493171472 [0.998208,1] relative_absolute_error 0.014774778317242061 relative_absolute_error 0.035316403197844994 relative_absolute_error 0.01906331776706339 relative_absolute_error 0.018496149584218073 relative_absolute_error 0.014017105585579186 relative_absolute_error 0.019644472408473244 relative_absolute_error 0.027292560306798715 relative_absolute_error 0.014790706476015792 relative_absolute_error 0.013580384850557656 relative_absolute_error 0.014466653285816916 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 0.02195683570747045 root_mean_squared_error 0.05402316390357438 root_mean_squared_error 0.022296054099041007 root_mean_squared_error 0.023108435602071955 root_mean_squared_error 0.03036829628270421 root_mean_squared_error 0.04135149869608634 root_mean_squared_error 0.053626003530152754 root_mean_squared_error 0.025738594974979042 root_mean_squared_error 0.02136998412221997 root_mean_squared_error 0.022791066202825533 root_relative_squared_error 0.060988034245206685 root_relative_squared_error 0.1494536799267779 root_relative_squared_error 0.06168145462372163 root_relative_squared_error 0.06392888695384454 root_relative_squared_error 0.08401310298408012 root_relative_squared_error 0.11439784722065419 root_relative_squared_error 0.148354946068189 root_relative_squared_error 0.07120515455224898 root_relative_squared_error 0.05932124006097741 root_relative_squared_error 0.06326604183377342 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 10048.957645999963 usercpu_time_millis 9401.048491999973 usercpu_time_millis 9795.813120000048 usercpu_time_millis 9489.045320999936 usercpu_time_millis 9765.978720000021 usercpu_time_millis 9623.516945999994 usercpu_time_millis 9353.49635800003 usercpu_time_millis 9619.836935999956 usercpu_time_millis 9591.901656999995 usercpu_time_millis 9435.41659399989 usercpu_time_millis_testing 205.7069899999533 usercpu_time_millis_testing 199.385570000004 usercpu_time_millis_testing 207.5456679999661 usercpu_time_millis_testing 207.23261399996318 usercpu_time_millis_testing 208.37800300000708 usercpu_time_millis_testing 209.50775500000418 usercpu_time_millis_testing 205.93024499999046 usercpu_time_millis_testing 204.36530899996797 usercpu_time_millis_testing 202.15230199994494 usercpu_time_millis_testing 204.08279099990523 usercpu_time_millis_training 9843.25065600001 usercpu_time_millis_training 9201.662921999969 usercpu_time_millis_training 9588.267452000082 usercpu_time_millis_training 9281.812706999972 usercpu_time_millis_training 9557.600717000014 usercpu_time_millis_training 9414.00919099999 usercpu_time_millis_training 9147.566113000039 usercpu_time_millis_training 9415.471626999988 usercpu_time_millis_training 9389.749355000049 usercpu_time_millis_training 9231.333802999983