6040619 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) 4075300 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 11.141257292065673 6953 cache_size 200 6953 class_weight null 6953 coef0 0.0 6953 decision_function_shape null 6953 degree 3 6953 gamma 0.001966383522835118 6953 kernel "rbf" 6953 max_iter -1 6953 probability true 6953 random_state 15299 6953 shrinking true 6953 tol 0.01318144491320426 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 13004277 description https://api.openml.org/data/download/13004277/description.xml -1 13004278 predictions https://api.openml.org/data/download/13004278/predictions.arff area_under_roc_curve 0.7596702676960758 [0.75967,0.75967] average_cost 0 f_measure 0.8899183140996365 [0.948102,0.570625] kappa 0.5292178695923813 kb_relative_information_score 2627.979862996462 mean_absolute_error 0.1585399897557142 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9165339283378489 [0.901324,1] predictive_accuracy 0.9073961806608062 prior_entropy 0.6203559250859288 recall 0.9073961806608063 [1,0.399213] relative_absolute_error 0.6078266658661117 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.28534786739241425 root_relative_squared_error 0.7902607936627488 total_cost 0 area_under_roc_curve 0.7778919215714057 [0.777892,0.777892] area_under_roc_curve 0.7575901328273245 [0.75759,0.75759] area_under_roc_curve 0.7317977370159533 [0.731798,0.731798] area_under_roc_curve 0.7728231077377188 [0.772823,0.772823] area_under_roc_curve 0.7793766252020522 [0.779377,0.779377] area_under_roc_curve 0.7674291938997821 [0.767429,0.767429] area_under_roc_curve 0.7609986646988545 [0.760999,0.760999] area_under_roc_curve 0.7878891700049195 [0.787889,0.787889] area_under_roc_curve 0.7727030767592888 [0.772703,0.772703] area_under_roc_curve 0.7660225699989354 [0.766023,0.766023] 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 0.8921999352186588 [0.949066,0.577465] f_measure 0.8857708151844907 [0.946565,0.553191] f_measure 0.8669277160120951 [0.940185,0.466165] f_measure 0.8924706246134817 [0.94898,0.583333] f_measure 0.896836607186424 [0.950596,0.60274] f_measure 0.8880247995147922 [0.947368,0.56338] f_measure 0.8902579154065985 [0.948173,0.573427] f_measure 0.9032433702623238 [0.953032,0.630872] f_measure 0.8898113478267854 [0.948173,0.567376] f_measure 0.8920402972790134 [0.94898,0.577465] kappa 0.5365060043540343 kappa 0.5114213197969543 kappa 0.4247200942840308 kappa 0.5420482930890922 kappa 0.5619335347432023 kappa 0.5217391304347823 kappa 0.5319475446428572 kappa 0.5909951325040561 kappa 0.5261731043505934 kappa 0.5364378165447382 kb_relative_information_score 267.81410073876594 kb_relative_information_score 251.91924816453994 kb_relative_information_score 223.27356945952565 kb_relative_information_score 270.8541957099761 kb_relative_information_score 280.2791309057193 kb_relative_information_score 262.501546189149 kb_relative_information_score 260.43013202812983 kb_relative_information_score 287.8671471475725 kb_relative_information_score 261.00875571695303 kb_relative_information_score 262.03203693602563 mean_absolute_error 0.15525254020966592 mean_absolute_error 0.16322391564523828 mean_absolute_error 0.1698450540588983 mean_absolute_error 0.1558654684344484 mean_absolute_error 0.15289404970650333 mean_absolute_error 0.158222318548208 mean_absolute_error 0.16082338596240098 mean_absolute_error 0.15229486513861526 mean_absolute_error 0.15809264023625438 mean_absolute_error 0.1588855053230614 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 0.9179027757379938 [0.903069,1] precision 0.9142292490118575 [0.898551,1] precision 0.9045671339788985 [0.887122,1] precision 0.9179170344218888 [0.902913,1] precision 0.9203955135773317 [0.905844,1] precision 0.9154545454545455 [0.9,1] precision 0.9166838008518138 [0.901454,1] precision 0.9241435562805873 [0.910277,1] precision 0.9165573726285237 [0.901454,1] precision 0.9177924775697217 [0.902913,1] predictive_accuracy 0.9090909090909091 predictive_accuracy 0.9045454545454545 predictive_accuracy 0.8924242424242425 predictive_accuracy 0.9090909090909091 predictive_accuracy 0.9121212121212122 predictive_accuracy 0.9060606060606061 predictive_accuracy 0.9075757575757575 predictive_accuracy 0.9166666666666667 predictive_accuracy 0.9074355083459786 predictive_accuracy 0.9089529590288317 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 0.9090909090909091 [1,0.405941] recall 0.9045454545454545 [1,0.382353] recall 0.8924242424242425 [1,0.303922] recall 0.9090909090909091 [1,0.411765] recall 0.9121212121212121 [1,0.431373] recall 0.906060606060606 [1,0.392157] recall 0.9075757575757576 [1,0.401961] recall 0.9166666666666666 [1,0.460784] recall 0.9074355083459787 [1,0.39604] recall 0.9089529590288316 [1,0.405941] relative_absolute_error 0.5969754574798504 relative_absolute_error 0.6251084716747699 relative_absolute_error 0.650465844692986 relative_absolute_error 0.596927382698606 relative_absolute_error 0.5855475612282729 relative_absolute_error 0.6059535536904901 relative_absolute_error 0.615915018403438 relative_absolute_error 0.5832528279595421 relative_absolute_error 0.6075210583990505 relative_absolute_error 0.6105678936975489 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 0.2824639279516661 root_mean_squared_error 0.2893231640353177 root_mean_squared_error 0.30539269576202505 root_mean_squared_error 0.28282519265134504 root_mean_squared_error 0.2785976574293035 root_mean_squared_error 0.2869531011325848 root_mean_squared_error 0.285431477200667 root_mean_squared_error 0.2724765368735921 root_mean_squared_error 0.28513856234561585 root_mean_squared_error 0.28373685721857445 root_relative_squared_error 0.7845811637188973 root_relative_squared_error 0.8004050194156822 root_relative_squared_error 0.8448609616026894 root_relative_squared_error 0.7824285503379547 root_relative_squared_error 0.7707331839376841 root_relative_squared_error 0.7938483019471606 root_relative_squared_error 0.7896387688569537 root_relative_squared_error 0.7537992628893097 root_relative_squared_error 0.7915201532582656 root_relative_squared_error 0.7876291402439196 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 52840.364166999956 usercpu_time_millis 51806.390227 usercpu_time_millis 52300.44695399994 usercpu_time_millis 53731.523767 usercpu_time_millis 52391.21152699999 usercpu_time_millis 53213.110456000155 usercpu_time_millis 51118.9068220001 usercpu_time_millis 52464.34964500008 usercpu_time_millis 51892.32935199982 usercpu_time_millis 53475.78504399997 usercpu_time_millis_testing 1873.8298789999703 usercpu_time_millis_testing 1794.5696219999832 usercpu_time_millis_testing 1811.1389189999727 usercpu_time_millis_testing 1804.0783220000094 usercpu_time_millis_testing 1802.1863069999995 usercpu_time_millis_testing 1807.016279000095 usercpu_time_millis_testing 1800.5583420000448 usercpu_time_millis_testing 1815.4977359999975 usercpu_time_millis_testing 1801.081733999922 usercpu_time_millis_testing 1797.2636100000727 usercpu_time_millis_training 50966.53428799999 usercpu_time_millis_training 50011.82060500002 usercpu_time_millis_training 50489.308034999965 usercpu_time_millis_training 51927.44544499999 usercpu_time_millis_training 50589.025219999996 usercpu_time_millis_training 51406.09417700006 usercpu_time_millis_training 49318.34848000005 usercpu_time_millis_training 50648.851909000085 usercpu_time_millis_training 50091.2476179999 usercpu_time_millis_training 51678.52143399989