6065658 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) 4100192 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 0.06830082933973436 6953 cache_size 200 6953 class_weight null 6953 coef0 -0.24941770722055678 6953 decision_function_shape null 6953 degree 3 6953 gamma 0.000228344981619912 6953 kernel "sigmoid" 6953 max_iter -1 6953 probability true 6953 random_state 14496 6953 shrinking true 6953 tol 0.00026637827826089664 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 13054697 description https://api.openml.org/data/download/13054697/description.xml -1 13054698 predictions https://api.openml.org/data/download/13054698/predictions.arff area_under_roc_curve 0.6914520874923823 [0.691452,0.691452] average_cost 0 kappa 0 kb_relative_information_score -2715.6273164125428 mean_absolute_error 0.27859636446921104 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 1.068110951682695 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.3567075388217087 root_relative_squared_error 0.9878888716104111 total_cost 0 area_under_roc_curve 0.6724348642377654 [0.672435,0.672435] area_under_roc_curve 0.6953317169161571 [0.695332,0.695332] area_under_roc_curve 0.7057066554220255 [0.705707,0.705707] area_under_roc_curve 0.7007871248857966 [0.700787,0.700787] area_under_roc_curve 0.6877767235926628 [0.687777,0.687777] area_under_roc_curve 0.6858352660060439 [0.685835,0.685835] area_under_roc_curve 0.7076129735048141 [0.707613,0.707613] area_under_roc_curve 0.7006289971185606 [0.700629,0.700629] area_under_roc_curve 0.6883317363994464 [0.688332,0.688332] area_under_roc_curve 0.7229763298910538 [0.722976,0.722976] 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 -289.0997853380433 kb_relative_information_score -246.1768958460746 kb_relative_information_score -255.2859130727181 kb_relative_information_score -241.65744355224328 kb_relative_information_score -289.4787699345502 kb_relative_information_score -330.14113844190507 kb_relative_information_score -258.5530410965311 kb_relative_information_score -269.2992168577042 kb_relative_information_score -294.0910545233913 kb_relative_information_score -241.84405774938486 mean_absolute_error 0.28105711342838324 mean_absolute_error 0.27376752333617527 mean_absolute_error 0.2745236484443184 mean_absolute_error 0.2727809684487087 mean_absolute_error 0.2839665857750574 mean_absolute_error 0.2911124707957195 mean_absolute_error 0.2763955686294233 mean_absolute_error 0.277969618697499 mean_absolute_error 0.2819722594854324 mean_absolute_error 0.2724136348717426 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 1.0807178976929175 relative_absolute_error 1.0484639915073373 relative_absolute_error 1.0513597694261416 relative_absolute_error 1.0446857227684112 relative_absolute_error 1.0875239559033767 relative_absolute_error 1.1148909826431255 relative_absolute_error 1.05852877503039 relative_absolute_error 1.0645570094867483 relative_absolute_error 1.083567743987095 relative_absolute_error 1.0468357004620457 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 0.35994773580180267 root_mean_squared_error 0.35427973647217464 root_mean_squared_error 0.35406132902044474 root_mean_squared_error 0.3549618677195404 root_mean_squared_error 0.35850920470278724 root_mean_squared_error 0.36189538422409395 root_mean_squared_error 0.35532760340321085 root_mean_squared_error 0.35789230071487843 root_mean_squared_error 0.3578054729950532 root_mean_squared_error 0.3522765600209671 root_relative_squared_error 0.9998027552802597 root_relative_squared_error 0.9801056901029142 root_relative_squared_error 0.97950147155987 root_relative_squared_error 0.9819927884834131 root_relative_squared_error 0.9918064041211953 root_relative_squared_error 1.001174181825872 root_relative_squared_error 0.9830045867539223 root_relative_squared_error 0.9900997552599949 root_relative_squared_error 0.9932372545191283 root_relative_squared_error 0.9778894670834329 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 16973.224528001083 usercpu_time_millis 16797.420348999367 usercpu_time_millis 16793.4231249983 usercpu_time_millis 17373.485358000835 usercpu_time_millis 16717.815518999487 usercpu_time_millis 17006.165654998767 usercpu_time_millis 17109.045645998776 usercpu_time_millis 17005.527600998903 usercpu_time_millis 17380.467803999636 usercpu_time_millis 16944.68241499999 usercpu_time_millis_testing 647.3760250009946 usercpu_time_millis_testing 644.1536120000819 usercpu_time_millis_testing 644.6773909992771 usercpu_time_millis_testing 644.2318810004508 usercpu_time_millis_testing 644.7314750002988 usercpu_time_millis_testing 645.5660009996791 usercpu_time_millis_testing 647.1341519991256 usercpu_time_millis_testing 643.9775899998494 usercpu_time_millis_testing 645.3274049999891 usercpu_time_millis_testing 643.2283859994641 usercpu_time_millis_training 16325.848503000088 usercpu_time_millis_training 16153.266736999285 usercpu_time_millis_training 16148.745733999021 usercpu_time_millis_training 16729.253477000384 usercpu_time_millis_training 16073.084043999188 usercpu_time_millis_training 16360.599653999088 usercpu_time_millis_training 16461.91149399965 usercpu_time_millis_training 16361.550010999053 usercpu_time_millis_training 16735.140398999647 usercpu_time_millis_training 16301.454029000524