6139956 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) 4173295 axis 0 6947 categorical_features [0] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "median" 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 1.2398572636435579 6953 cache_size 200 6953 class_weight null 6953 coef0 -0.01516416945152943 6953 decision_function_shape null 6953 degree 5 6953 gamma 0.004415264695963956 6953 kernel "poly" 6953 max_iter -1 6953 probability true 6953 random_state 13302 6953 shrinking true 6953 tol 1.1259103176449982e-05 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 13210807 description https://api.openml.org/data/download/13210807/description.xml -1 13210808 predictions https://api.openml.org/data/download/13210808/predictions.arff area_under_roc_curve 0.9998976369642963 [0.999898,0.999898] average_cost 0 f_measure 0.997576967834318 [0.998566,0.992149] kappa 0.9907152236453618 kb_relative_information_score 6423.186518338914 mean_absolute_error 0.008000993882594011 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9975803082582996 [0.998924,0.990206] predictive_accuracy 0.997575022734162 prior_entropy 0.6203559250859288 recall 0.9975750227341619 [0.998208,0.9941] relative_absolute_error 0.030675020496505306 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.04580739622245538 root_relative_squared_error 0.12686195844106013 total_cost 0 area_under_roc_curve 0.9999468640960696 [0.999947,0.999947] area_under_roc_curve 0.9999121512404247 [0.999912,0.999912] area_under_roc_curve 0.9999297209923396 [0.99993,0.99993] area_under_roc_curve 0.9995607562021224 [0.999561,0.999561] area_under_roc_curve 0.9999472907442547 [0.999947,0.999947] area_under_roc_curve 0.9999824302480849 [0.999982,0.999982] area_under_roc_curve 0.9998770117365942 [0.999877,0.999877] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9999467688704353 [0.999947,0.999947] 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 0.9984879021615353 [0.999105,0.995074] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 0.9954635936086225 [0.997309,0.985366] f_measure 0.9954635936086225 [0.997309,0.985366] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 0.9984878645362075 [0.999103,0.995122] 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 0.9984856064092471 [0.999103,0.995074] kappa 0.9941786621507199 kappa 0.9941786621507199 kappa 0.9826753464930702 kappa 0.9826753464930702 kappa 0.9941786621507199 kappa 0.9942251154976902 kappa 0.9826753464930702 kappa 0.9941786621507199 kappa 0.9941770563650341 kappa 0.9941770563650341 kb_relative_information_score 646.8866724512077 kb_relative_information_score 641.0137997250382 kb_relative_information_score 643.8719198738944 kb_relative_information_score 638.0015467192322 kb_relative_information_score 647.1727950384263 kb_relative_information_score 642.853866062996 kb_relative_information_score 636.4904074767782 kb_relative_information_score 646.3328019770772 kb_relative_information_score 638.9140156977774 kb_relative_information_score 641.648693316499 mean_absolute_error 0.004621874071046337 mean_absolute_error 0.00852437983146426 mean_absolute_error 0.007284854310763517 mean_absolute_error 0.010022497854592466 mean_absolute_error 0.006774923683135977 mean_absolute_error 0.008185413460995218 mean_absolute_error 0.010373351547714444 mean_absolute_error 0.007794773448930978 mean_absolute_error 0.008679169047162736 mean_absolute_error 0.007749347826358123 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 0.9984997029114676 [1,0.990196] precision 0.9984875589526753 [0.998211,1] precision 0.9954812456721086 [0.998205,0.980583] precision 0.9954812456721086 [0.998205,0.980583] precision 0.9984875589526753 [0.998211,1] precision 0.9984995586937335 [1,0.990291] precision 0.9954812456721086 [0.998205,0.980583] precision 0.9984875589526753 [0.998211,1] precision 0.9984974262846261 [1,0.990196] precision 0.9984974262846261 [1,0.990196] predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9984825493171472 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 0.9984848484848485 [0.998211,1] recall 0.9984848484848485 [1,0.990196] recall 0.9954545454545455 [0.996416,0.990196] recall 0.9954545454545455 [0.996416,0.990196] recall 0.9984848484848485 [1,0.990196] recall 0.9984848484848485 [0.998208,1] recall 0.9954545454545455 [0.996416,0.990196] recall 0.9984848484848485 [1,0.990196] recall 0.9984825493171472 [0.998208,1] recall 0.9984825493171472 [0.998208,1] relative_absolute_error 0.01777198224422587 relative_absolute_error 0.032646331435912404 relative_absolute_error 0.027899245809494766 relative_absolute_error 0.038383764361253576 relative_absolute_error 0.02594633373753329 relative_absolute_error 0.03134817148823915 relative_absolute_error 0.03972744990526182 relative_absolute_error 0.0298521138795782 relative_absolute_error 0.0333524568738742 relative_absolute_error 0.029779324238851167 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 0.04024869636267288 root_mean_squared_error 0.04693492216492605 root_mean_squared_error 0.05016133492051106 root_mean_squared_error 0.0654764684623339 root_mean_squared_error 0.03885051587131486 root_mean_squared_error 0.041137481714700386 root_mean_squared_error 0.05294267629836584 root_mean_squared_error 0.03786674045101056 root_mean_squared_error 0.0434185320136058 root_mean_squared_error 0.03211577795086043 root_relative_squared_error 0.11179611237226007 root_relative_squared_error 0.1298442432424988 root_relative_squared_error 0.13877003033904034 root_relative_squared_error 0.181138949539717 root_relative_squared_error 0.10747894318787807 root_relative_squared_error 0.11380577479979333 root_relative_squared_error 0.14646453902784948 root_relative_squared_error 0.10475735403681646 root_relative_squared_error 0.12052611485079469 root_relative_squared_error 0.08915064057474485 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 12505.99704299998 usercpu_time_millis 11619.806968000148 usercpu_time_millis 11664.608818000033 usercpu_time_millis 11949.827756000104 usercpu_time_millis 11926.310585999887 usercpu_time_millis 11684.513681000113 usercpu_time_millis 12256.767168000011 usercpu_time_millis 11900.894704999928 usercpu_time_millis 12051.990423999769 usercpu_time_millis 11394.18248800007 usercpu_time_millis_testing 328.9797009999802 usercpu_time_millis_testing 299.1109100000813 usercpu_time_millis_testing 379.5349620000934 usercpu_time_millis_testing 312.9340640000464 usercpu_time_millis_testing 307.21352699993076 usercpu_time_millis_testing 316.7279320000489 usercpu_time_millis_testing 307.11374899988186 usercpu_time_millis_testing 326.8930070000806 usercpu_time_millis_testing 313.06753599983494 usercpu_time_millis_testing 311.1978189999718 usercpu_time_millis_training 12177.017342 usercpu_time_millis_training 11320.696058000067 usercpu_time_millis_training 11285.07385599994 usercpu_time_millis_training 11636.893692000058 usercpu_time_millis_training 11619.097058999956 usercpu_time_millis_training 11367.785749000064 usercpu_time_millis_training 11949.65341900013 usercpu_time_millis_training 11574.001697999847 usercpu_time_millis_training 11738.922887999934 usercpu_time_millis_training 11082.984669000098