6144548 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) 4177887 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 0.31904866111839075 6953 cache_size 200 6953 class_weight null 6953 coef0 0.0 6953 decision_function_shape null 6953 degree 3 6953 gamma 1.5719989873219855 6953 kernel "rbf" 6953 max_iter -1 6953 probability true 6953 random_state 3695 6953 shrinking false 6953 tol 0.00032995813220296146 6953 verbose false 6953 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 13219973 description https://api.openml.org/data/download/13219973/description.xml -1 13219974 predictions https://api.openml.org/data/download/13219974/predictions.arff area_under_roc_curve 0.5502592815171999 [0.550259,0.550259] average_cost 0 f_measure 0.7770557491687684 [0.916872,0.009785] kappa 0.00828904144461347 kb_relative_information_score -2.4702529097691253 mean_absolute_error 0.25897079130138995 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.8701633958545965 [0.846504,1] predictive_accuracy 0.8466201879357381 prior_entropy 0.6203559250859288 recall 0.8466201879357381 [1,0.004916] relative_absolute_error 0.9928684420629531 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.35942468773912106 root_relative_squared_error 0.9954139191238072 total_cost 0 area_under_roc_curve 0.6390920845215112 [0.639092,0.639092] area_under_roc_curve 0.6102150537634409 [0.610215,0.610215] area_under_roc_curve 0.6499051233396584 [0.649905,0.649905] area_under_roc_curve 0.6513282732447818 [0.651328,0.651328] area_under_roc_curve 0.6288214210415349 [0.628821,0.628821] area_under_roc_curve 0.6534629981024668 [0.653463,0.653463] area_under_roc_curve 0.6413662239089184 [0.641366,0.641366] area_under_roc_curve 0.664488017429194 [0.664488,0.664488] area_under_roc_curve 0.6318889953511481 [0.631889,0.631889] area_under_roc_curve 0.6451258029028709 [0.645126,0.645126] 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 0.7782903425363398 [0.917009,0.019417] f_measure 0.7782903425363398 [0.917009,0.019417] f_measure 0.7782903425363398 [0.917009,0.019417] f_measure 0.7782903425363398 [0.917009,0.019417] f_measure 0.7782903425363398 [0.917009,0.019417] kappa 0 kappa 0.016466005665722448 kappa 0 kappa 0.016466005665722448 kappa 0 kappa 0.016466005665722448 kappa 0.016466005665722448 kappa 0.016466005665722448 kappa 0 kappa 0 kb_relative_information_score -5.09870885015502 kb_relative_information_score 2.88615783922134 kb_relative_information_score 2.3241270838476784 kb_relative_information_score 4.175862962096217 kb_relative_information_score -5.238339098105461 kb_relative_information_score 0.9654757918662772 kb_relative_information_score 0.6436654811641737 kb_relative_information_score 0.7127735443809304 kb_relative_information_score -2.302855510170641 kb_relative_information_score -1.5384121539143913 mean_absolute_error 0.25902071262829457 mean_absolute_error 0.2582358204629301 mean_absolute_error 0.25904784467556013 mean_absolute_error 0.2576282397512491 mean_absolute_error 0.26087180685845396 mean_absolute_error 0.2586252109664598 mean_absolute_error 0.25866201035878933 mean_absolute_error 0.2583977926041077 mean_absolute_error 0.25966874982017635 mean_absolute_error 0.2595516625086371 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 0.8704235066905781 [0.846737,1] precision 0.8704235066905781 [0.846737,1] precision 0.8704235066905781 [0.846737,1] precision 0.8704235066905781 [0.846737,1] precision 0.8704235066905781 [0.846737,1] predictive_accuracy 0.846969696969697 predictive_accuracy 0.846969696969697 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.846969696969697 predictive_accuracy 0.8454545454545455 predictive_accuracy 0.846969696969697 predictive_accuracy 0.846969696969697 predictive_accuracy 0.846969696969697 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 0.8469696969696969 [1,0.009804] recall 0.8454545454545455 [1,0] recall 0.8469696969696969 [1,0.009804] recall 0.8454545454545455 [1,0] recall 0.8469696969696969 [1,0.009804] recall 0.8469696969696969 [1,0.009804] recall 0.8469696969696969 [1,0.009804] recall 0.8467374810318664 [1,0] recall 0.8467374810318664 [1,0] relative_absolute_error 0.9959837578773858 relative_absolute_error 0.9889812924970824 relative_absolute_error 0.992091150586894 relative_absolute_error 0.9866544040102049 relative_absolute_error 0.9990764885383464 relative_absolute_error 0.990472564787567 relative_absolute_error 0.9906134976392679 relative_absolute_error 0.9896016069726002 relative_absolute_error 0.9978594417055919 relative_absolute_error 0.9974094966143774 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 0.3594501642130193 root_mean_squared_error 0.3591903085393195 root_mean_squared_error 0.3593043414827736 root_mean_squared_error 0.35831644763184045 root_mean_squared_error 0.3610063291262208 root_mean_squared_error 0.3585428227296952 root_mean_squared_error 0.35929840123426754 root_mean_squared_error 0.3596655068272345 root_mean_squared_error 0.3599509550205012 root_mean_squared_error 0.35951566888976366 root_relative_squared_error 0.9984206839517469 root_relative_squared_error 0.9936906601963057 root_relative_squared_error 0.9940061293728708 root_relative_squared_error 0.9912731466904324 root_relative_squared_error 0.9987146339868751 root_relative_squared_error 0.9918994075195569 root_relative_squared_error 0.9939896958296504 root_relative_squared_error 0.9950052839186513 root_relative_squared_error 0.9991929283067271 root_relative_squared_error 0.9979846114025583 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 53902.926933000344 usercpu_time_millis 52873.931960000846 usercpu_time_millis 53449.08261599994 usercpu_time_millis 53059.85315599992 usercpu_time_millis 53621.85616499937 usercpu_time_millis 53416.70194700055 usercpu_time_millis 52972.77021199989 usercpu_time_millis 53676.091023999106 usercpu_time_millis 54281.86306799944 usercpu_time_millis 53786.411813000086 usercpu_time_millis_testing 2004.5888399999967 usercpu_time_millis_testing 2014.4040820005102 usercpu_time_millis_testing 2003.2588789999863 usercpu_time_millis_testing 2014.245702000153 usercpu_time_millis_testing 2017.2835650000707 usercpu_time_millis_testing 2008.6664250002286 usercpu_time_millis_testing 2029.3859840003279 usercpu_time_millis_testing 2040.2243059998 usercpu_time_millis_testing 2049.6442719995684 usercpu_time_millis_testing 2005.8351960005893 usercpu_time_millis_training 51898.33809300035 usercpu_time_millis_training 50859.527878000335 usercpu_time_millis_training 51445.823736999955 usercpu_time_millis_training 51045.607453999764 usercpu_time_millis_training 51604.5725999993 usercpu_time_millis_training 51408.03552200032 usercpu_time_millis_training 50943.38422799956 usercpu_time_millis_training 51635.866717999306 usercpu_time_millis_training 52232.21879599987 usercpu_time_millis_training 51780.5766169995