6128315 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) 4162008 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 82.913771412054 6953 cache_size 200 6953 class_weight null 6953 coef0 0.9810003318224059 6953 decision_function_shape null 6953 degree 4 6953 gamma 0.011339053935862565 6953 kernel "poly" 6953 max_iter -1 6953 probability true 6953 random_state 63281 6953 shrinking true 6953 tol 3.425884197747403e-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 13185387 description https://api.openml.org/data/download/13185387/description.xml -1 13185388 predictions https://api.openml.org/data/download/13185388/predictions.arff area_under_roc_curve 0.9999700486814637 [0.99997,0.99997] average_cost 0 f_measure 0.9981812670506214 [0.998925,0.9941] kappa 0.9930252188340233 kb_relative_information_score 6476.052734503135 mean_absolute_error 0.005439599366595309 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9981812670506214 [0.998925,0.9941] predictive_accuracy 0.9981812670506214 prior_entropy 0.6203559250859288 recall 0.9981812670506214 [0.998925,0.9941] relative_absolute_error 0.020854886844256723 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.03878801521065061 root_relative_squared_error 0.10742203179958444 total_cost 0 area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9999824302480849 [0.999982,0.999982] area_under_roc_curve 0.999841872232764 [0.999842,0.999842] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9999121512404247 [0.999912,0.999912] 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 0.9984817948081617 [0.999105,0.995074] f_measure 0.996969696969697 [0.998208,0.990196] f_measure 0.9954635936086225 [0.997309,0.985366] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 1 [1,1] 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 1 [1,1] kappa 1 kappa 0.9941786621507199 kappa 0.988403963736032 kappa 0.9826753464930702 kappa 0.9941786621507199 kappa 1 kappa 0.9826753464930702 kappa 0.9941786621507199 kappa 0.9941770563650341 kappa 1 kb_relative_information_score 649.3201365649712 kb_relative_information_score 646.4317119994764 kb_relative_information_score 648.6483642038619 kb_relative_information_score 644.3576599552061 kb_relative_information_score 653.1907462386571 kb_relative_information_score 648.8845356043116 kb_relative_information_score 637.1344234637538 kb_relative_information_score 651.3460885291883 kb_relative_information_score 647.290951158196 kb_relative_information_score 649.4481167855376 mean_absolute_error 0.0035594821350855912 mean_absolute_error 0.0073522057177178215 mean_absolute_error 0.005013990449240182 mean_absolute_error 0.00685374250620227 mean_absolute_error 0.00427278048735244 mean_absolute_error 0.005840643005996744 mean_absolute_error 0.00886414126581703 mean_absolute_error 0.004959199510000377 mean_absolute_error 0.004415927691781863 mean_absolute_error 0.0032590259799988837 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 0.9984875589526753 [0.998211,1] precision 0.996969696969697 [0.998208,0.990196] precision 0.9954812456721086 [0.998205,0.980583] precision 0.9984875589526753 [0.998211,1] precision 1 [1,1] precision 0.9954812456721086 [0.998205,0.980583] precision 0.9984875589526753 [0.998211,1] precision 0.9984974262846261 [1,0.990196] precision 1 [1,1] predictive_accuracy 1 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9969696969696971 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9984848484848484 predictive_accuracy 1 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9984825493171472 predictive_accuracy 1 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 0.9984848484848485 [1,0.990196] recall 0.996969696969697 [0.998208,0.990196] recall 0.9954545454545455 [0.996416,0.990196] recall 0.9984848484848485 [1,0.990196] recall 1 [1,1] recall 0.9954545454545455 [0.996416,0.990196] recall 0.9984848484848485 [1,0.990196] recall 0.9984825493171472 [0.998208,1] recall 1 [1,1] relative_absolute_error 0.013686883790206604 relative_absolute_error 0.028157185553801957 relative_absolute_error 0.019202381552521342 relative_absolute_error 0.026248190936776456 relative_absolute_error 0.01636372506867122 relative_absolute_error 0.022368262693880977 relative_absolute_error 0.03394753628768122 relative_absolute_error 0.01899254538878011 relative_absolute_error 0.01696960124845692 relative_absolute_error 0.012523839881224783 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 0.022794372946957676 root_mean_squared_error 0.04369641688065173 root_mean_squared_error 0.04047970064662702 root_mean_squared_error 0.05768313693913589 root_mean_squared_error 0.0286966587457969 root_mean_squared_error 0.028707687829685417 root_mean_squared_error 0.059360835032165826 root_mean_squared_error 0.034855736960096265 root_mean_squared_error 0.028658864593768225 root_mean_squared_error 0.02097501358871582 root_relative_squared_error 0.06331440542746697 root_relative_squared_error 0.12088500247938809 root_relative_squared_error 0.11198604055791889 root_relative_squared_error 0.15957890027806607 root_relative_squared_error 0.07938856115160883 root_relative_squared_error 0.0794190728257548 root_relative_squared_error 0.16422020848165453 root_relative_squared_error 0.09642749107668463 root_relative_squared_error 0.07955454607354019 root_relative_squared_error 0.058224835791277935 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 10391.28209500001 usercpu_time_millis 9816.537206999996 usercpu_time_millis 9943.90738299998 usercpu_time_millis 9840.477722999978 usercpu_time_millis 9976.601864000002 usercpu_time_millis 9935.210672000012 usercpu_time_millis 9746.766701000011 usercpu_time_millis 10056.102033999961 usercpu_time_millis 9943.000325000015 usercpu_time_millis 9698.109869000007 usercpu_time_millis_testing 276.6880940000078 usercpu_time_millis_testing 278.7963449999893 usercpu_time_millis_testing 280.52070999999046 usercpu_time_millis_testing 274.34243299998684 usercpu_time_millis_testing 281.00559800000724 usercpu_time_millis_testing 283.860949000001 usercpu_time_millis_testing 277.41142900001137 usercpu_time_millis_testing 278.40063599998643 usercpu_time_millis_testing 283.67002600001 usercpu_time_millis_testing 273.23137900000916 usercpu_time_millis_training 10114.594001000001 usercpu_time_millis_training 9537.740862000006 usercpu_time_millis_training 9663.38667299999 usercpu_time_millis_training 9566.135289999991 usercpu_time_millis_training 9695.596265999995 usercpu_time_millis_training 9651.34972300001 usercpu_time_millis_training 9469.355272 usercpu_time_millis_training 9777.701397999976 usercpu_time_millis_training 9659.330299000005 usercpu_time_millis_training 9424.878489999997