7511354 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) 5543247 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 78.67902286375647 6953 cache_size 200 6953 class_weight null 6953 coef0 0.015498818073061305 6953 decision_function_shape null 6953 degree 5 6953 gamma 0.00010291806007944414 6953 kernel "sigmoid" 6953 max_iter -1 6953 probability true 6953 random_state 56168 6953 shrinking false 6953 tol 0.0996948820985803 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 15949001 description https://api.openml.org/data/download/15949001/description.xml -1 15949002 predictions https://api.openml.org/data/download/15949002/predictions.arff area_under_roc_curve 0.6904477493081685 [0.690448,0.690448] average_cost 0 kappa 0 kb_relative_information_score -2703.3340770790833 mean_absolute_error 0.27839911186839816 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 1.06735470468867 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.35664560741730783 root_relative_squared_error 0.9877173547834527 total_cost 0 area_under_roc_curve 0.6741706370994881 [0.674171,0.674171] area_under_roc_curve 0.6967109424414927 [0.696711,0.696711] area_under_roc_curve 0.7023859723100709 [0.702386,0.702386] area_under_roc_curve 0.705205917492445 [0.705206,0.705206] area_under_roc_curve 0.6907020872865275 [0.690702,0.690702] area_under_roc_curve 0.6874868226860636 [0.687487,0.687487] area_under_roc_curve 0.7064445850024597 [0.706445,0.706445] area_under_roc_curve 0.7049335863377609 [0.704934,0.704934] area_under_roc_curve 0.6921732495830228 [0.692173,0.692173] area_under_roc_curve 0.7238280279640867 [0.723828,0.723828] 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 -293.02675249549657 kb_relative_information_score -245.30307715368934 kb_relative_information_score -249.78965767671343 kb_relative_information_score -239.8703450873761 kb_relative_information_score -287.4322587685147 kb_relative_information_score -328.0931229991916 kb_relative_information_score -257.3077133110828 kb_relative_information_score -274.8205594255853 kb_relative_information_score -290.7286639047372 kb_relative_information_score -236.9619262566831 mean_absolute_error 0.2817532542105119 mean_absolute_error 0.27371155146435494 mean_absolute_error 0.27357293783498066 mean_absolute_error 0.2724915027471877 mean_absolute_error 0.2836180281681932 mean_absolute_error 0.29075341697483975 mean_absolute_error 0.27610429583553664 mean_absolute_error 0.27895179048138247 mean_absolute_error 0.2814512970122203 mean_absolute_error 0.2715773324483051 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 1.0833946910086365 relative_absolute_error 1.0482496326548856 relative_absolute_error 1.0477187756804716 relative_absolute_error 1.043577138517355 relative_absolute_error 1.0861890638193572 relative_absolute_error 1.1135158925753992 relative_absolute_error 1.0574132700487384 relative_absolute_error 1.0683184919895938 relative_absolute_error 1.081565780627896 relative_absolute_error 1.0436219434353482 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 0.3602639529903728 root_mean_squared_error 0.35423785427048254 root_mean_squared_error 0.3537631595832975 root_mean_squared_error 0.3548722165560479 root_mean_squared_error 0.35836902724031944 root_mean_squared_error 0.3617830208513999 root_mean_squared_error 0.3552558063665347 root_mean_squared_error 0.35820716484372844 root_mean_squared_error 0.3575439088593303 root_mean_squared_error 0.35203359906888076 root_relative_squared_error 1.0006810906188475 root_relative_squared_error 0.9799898240796376 root_relative_squared_error 0.9786765935556329 root_relative_squared_error 0.981744770867903 root_relative_squared_error 0.9914186068117671 root_relative_squared_error 1.0008633314734547 root_relative_squared_error 0.982805962116568 root_relative_squared_error 0.990970818695257 root_relative_squared_error 0.9925111749489318 root_relative_squared_error 0.977215028352841 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 18688.958617000026 usercpu_time_millis 19182.811168000626 usercpu_time_millis 18911.300677995314 usercpu_time_millis 18654.072466000798 usercpu_time_millis 18499.892847998126 usercpu_time_millis 18576.027135000913 usercpu_time_millis 18584.677646009368 usercpu_time_millis 19045.244738008478 usercpu_time_millis 20131.38813200203 usercpu_time_millis 19994.44237300486 usercpu_time_millis_testing 586.9066439991002 usercpu_time_millis_testing 619.2448209985741 usercpu_time_millis_testing 591.5953509975225 usercpu_time_millis_testing 585.4484930023318 usercpu_time_millis_testing 582.7700049994746 usercpu_time_millis_testing 584.262034004496 usercpu_time_millis_testing 580.3737340029329 usercpu_time_millis_testing 580.9972230053972 usercpu_time_millis_testing 583.3153880012105 usercpu_time_millis_testing 698.7617350023356 usercpu_time_millis_training 18102.051973000925 usercpu_time_millis_training 18563.56634700205 usercpu_time_millis_training 18319.70532699779 usercpu_time_millis_training 18068.623972998466 usercpu_time_millis_training 17917.12284299865 usercpu_time_millis_training 17991.765100996417 usercpu_time_millis_training 18004.303912006435 usercpu_time_millis_training 18464.24751500308 usercpu_time_millis_training 19548.07274400082 usercpu_time_millis_training 19295.680638002523