6060375 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) 4094926 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 0.9604690402479106 6953 cache_size 200 6953 class_weight null 6953 coef0 0.128692984066757 6953 decision_function_shape null 6953 degree 3 6953 gamma 3.9773741575513335 6953 kernel "sigmoid" 6953 max_iter -1 6953 probability true 6953 random_state 28295 6953 shrinking true 6953 tol 0.04484412235100263 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 13044012 description https://api.openml.org/data/download/13044012/description.xml -1 13044013 predictions https://api.openml.org/data/download/13044013/predictions.arff area_under_roc_curve 0.6905049075114191 [0.690505,0.690505] average_cost 0 kappa 0 kb_relative_information_score -2717.9010050378674 mean_absolute_error 0.2785847930819485 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] predictive_accuracy 0.8458623825401637 prior_entropy 0.6203559250859288 recall 0.8458623825401637 [1,0] relative_absolute_error 1.0680665881265345 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.3567382724785125 root_relative_squared_error 0.987973987382398 total_cost 0 area_under_roc_curve 0.6700703165128677 [0.67007,0.67007] area_under_roc_curve 0.6950681706374306 [0.695068,0.695068] area_under_roc_curve 0.7026670883407127 [0.702667,0.702667] area_under_roc_curve 0.6988720219270503 [0.698872,0.698872] area_under_roc_curve 0.6872144915313796 [0.687214,0.687214] area_under_roc_curve 0.6818455746586677 [0.681847,0.681838] area_under_roc_curve 0.7059526319488367 [0.705953,0.705953] area_under_roc_curve 0.6978705460678896 [0.697871,0.697871] area_under_roc_curve 0.6865751091238156 [0.686575,0.686575] area_under_roc_curve 0.7184339401682104 [0.718434,0.718434] 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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -292.725103549383 kb_relative_information_score -251.44264359403832 kb_relative_information_score -252.70813353138223 kb_relative_information_score -237.15237467219785 kb_relative_information_score -288.41761272920127 kb_relative_information_score -327.84684544272903 kb_relative_information_score -258.0019261002987 kb_relative_information_score -273.22541320060753 kb_relative_information_score -294.59297852290746 kb_relative_information_score -241.787973695104 mean_absolute_error 0.2816722020028115 mean_absolute_error 0.2747072550419743 mean_absolute_error 0.2739738543538321 mean_absolute_error 0.2718260559831687 mean_absolute_error 0.2837585473817401 mean_absolute_error 0.290647440025387 mean_absolute_error 0.27616835608604184 mean_absolute_error 0.27857464009017413 mean_absolute_error 0.2820740708724689 mean_absolute_error 0.2724414877280129 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] predictive_accuracy 0.846969696969697 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.8467374810318664 predictive_accuracy 0.8467374810318664 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 0.8469696969696969 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8454545454545455 [1,0] recall 0.8467374810318664 [1,0] recall 0.8467374810318664 [1,0] relative_absolute_error 1.0830830299001848 relative_absolute_error 1.0520629386841291 relative_absolute_error 1.049254189846819 relative_absolute_error 1.0410286369206836 relative_absolute_error 1.0867272187243784 relative_absolute_error 1.1131100262619777 relative_absolute_error 1.0576586054527453 relative_absolute_error 1.0668740963953096 relative_absolute_error 1.0839589864985555 relative_absolute_error 1.0469427338868496 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 0.36022932416439085 root_mean_squared_error 0.3545190451830822 root_mean_squared_error 0.3539728052979847 root_mean_squared_error 0.3547545948611423 root_mean_squared_error 0.35845862881391916 root_mean_squared_error 0.36171833033756445 root_mean_squared_error 0.3553478427047979 root_mean_squared_error 0.3581171676185952 root_mean_squared_error 0.3578391681847674 root_mean_squared_error 0.3523070943194622 root_relative_squared_error 1.0005849044446193 root_relative_squared_error 0.9807677314366559 root_relative_squared_error 0.9792565729806959 root_relative_squared_error 0.9814193735036494 root_relative_squared_error 0.9916664872381266 root_relative_squared_error 1.0006843668469785 root_relative_squared_error 0.9830605782561368 root_relative_squared_error 0.9907218437092054 root_relative_squared_error 0.9933307894710731 root_relative_squared_error 0.977974227672901 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 18489.40029800042 usercpu_time_millis 19268.463374999556 usercpu_time_millis 19185.047480999856 usercpu_time_millis 19717.196040999625 usercpu_time_millis 18805.67037300034 usercpu_time_millis 19858.250220000173 usercpu_time_millis 19366.463563000252 usercpu_time_millis 18590.091221999955 usercpu_time_millis 18092.115651000313 usercpu_time_millis 17836.0236110002 usercpu_time_millis_testing 659.7837070003152 usercpu_time_millis_testing 661.2187289997564 usercpu_time_millis_testing 655.9547679999014 usercpu_time_millis_testing 658.1176879999475 usercpu_time_millis_testing 672.4034620001476 usercpu_time_millis_testing 667.6062450001155 usercpu_time_millis_testing 659.169244000168 usercpu_time_millis_testing 669.1164849999041 usercpu_time_millis_testing 660.6761460002417 usercpu_time_millis_testing 658.7454190002973 usercpu_time_millis_training 17829.616591000104 usercpu_time_millis_training 18607.2446459998 usercpu_time_millis_training 18529.092712999955 usercpu_time_millis_training 19059.078352999677 usercpu_time_millis_training 18133.26691100019 usercpu_time_millis_training 19190.643975000057 usercpu_time_millis_training 18707.294319000084 usercpu_time_millis_training 17920.97473700005 usercpu_time_millis_training 17431.43950500007 usercpu_time_millis_training 17177.278191999903