5967795 1 Jan van Rijn 3950 Supervised Classification predictive_accuracy 6969 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.ensemble.forest.RandomForestClassifier)(1) 4002529 bootstrap false 6902 class_weight null 6902 criterion "gini" 6902 max_depth null 6902 max_features 0.5961894793483584 6902 max_leaf_nodes null 6902 min_impurity_split 1e-07 6902 min_samples_leaf 7 6902 min_samples_split 14 6902 min_weight_fraction_leaf 0.0 6902 n_estimators 100 6902 n_jobs 1 6902 oob_score false 6902 random_state 56796 6902 verbose 0 6902 warm_start false 6902 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 false 6948 threshold 0.0 6949 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 12858971 description https://api.openml.org/data/download/12858971/description.xml -1 12858970 predictions https://api.openml.org/data/download/12858970/predictions.arff area_under_roc_curve 0.9998003832711668 [0.9998,0.9998] average_cost 0 f_measure 0.9954365295084736 [0.997317,0.985119] kappa 0.9824359369567797 kb_relative_information_score 6194.3365716902235 mean_absolute_error 0.017497095739635087 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9954484765879061 [0.995714,0.993994] predictive_accuracy 0.9954531676265534 prior_entropy 0.6203559250859288 recall 0.9954531676265534 [0.998925,0.976401] relative_absolute_error 0.06708213733424455 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.06981011453364173 root_relative_squared_error 0.1933366351085255 total_cost 0 area_under_roc_curve 0.9994332170247436 [0.999433,0.999433] area_under_roc_curve 0.9996837444655281 [0.999684,0.999684] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.999841872232764 [0.999842,0.999842] area_under_roc_curve 0.999490477194462 [0.99949,0.99949] area_under_roc_curve 0.9998945814885095 [0.999895,0.999895] area_under_roc_curve 0.9998945814885095 [0.999895,0.999895] area_under_roc_curve 0.9998935377408709 [0.999894,0.999894] 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 0.9939145021645022 [0.996429,0.98] f_measure 0.9938896103896104 [0.996429,0.98] f_measure 0.9954267172545752 [0.997319,0.985075] f_measure 1 [1,1] f_measure 0.9954267172545752 [0.997319,0.985075] f_measure 0.9892843505500906 [0.993756,0.964824] f_measure 0.9954635936086225 [0.997309,0.985366] f_measure 0.9954635936086225 [0.997309,0.985366] f_measure 0.9954194360886108 [0.997319,0.984925] f_measure 1 [1,1] kappa 0.9764289923394224 kappa 0.9764302549817868 kappa 0.9823943661971832 kappa 1 kappa 0.9823943661971832 kappa 0.9585843373493975 kappa 0.9826753464930702 kappa 0.9826753464930702 kappa 0.9822443755893844 kappa 1 kb_relative_information_score 616.0083448728468 kb_relative_information_score 613.1260075587697 kb_relative_information_score 625.0530859413452 kb_relative_information_score 634.19538566419 kb_relative_information_score 620.8413508706044 kb_relative_information_score 604.385120882337 kb_relative_information_score 605.6890335351326 kb_relative_information_score 629.4461929331542 kb_relative_information_score 621.965258016059 kb_relative_information_score 623.6267914160567 mean_absolute_error 0.018429215145129824 mean_absolute_error 0.020088417979327717 mean_absolute_error 0.016904424615788703 mean_absolute_error 0.012952766131178479 mean_absolute_error 0.017095260799808443 mean_absolute_error 0.023597408694003685 mean_absolute_error 0.02238443799467387 mean_absolute_error 0.013892034859088265 mean_absolute_error 0.01584586527113409 mean_absolute_error 0.013772981444454442 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 0.9939249896469147 [0.994652,0.989899] precision 0.9939825299255904 [0.992883,1] precision 0.995478852698104 [0.994652,1] precision 1 [1,1] precision 0.995478852698104 [0.994652,1] precision 0.9893965751155693 [0.989343,0.989691] precision 0.9954812456721086 [0.998205,0.980583] precision 0.9954812456721086 [0.998205,0.980583] precision 0.9954719920800434 [0.994652,1] precision 1 [1,1] predictive_accuracy 0.9939393939393939 predictive_accuracy 0.9939393939393939 predictive_accuracy 0.9954545454545455 predictive_accuracy 1 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9893939393939394 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9954476479514416 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 0.9939393939393939 [0.998211,0.970297] recall 0.9939393939393939 [1,0.960784] recall 0.9954545454545455 [1,0.970588] recall 1 [1,1] recall 0.9954545454545455 [1,0.970588] recall 0.9893939393939394 [0.998208,0.941176] recall 0.9954545454545455 [0.996416,0.990196] recall 0.9954545454545455 [0.996416,0.990196] recall 0.9954476479514416 [1,0.970297] recall 1 [1,1] relative_absolute_error 0.07086382694544473 relative_absolute_error 0.0769338256087098 relative_absolute_error 0.06473989423880917 relative_absolute_error 0.04960598946676422 relative_absolute_error 0.06547075107961739 relative_absolute_error 0.09037241893065627 relative_absolute_error 0.0857270319048215 relative_absolute_error 0.053203163549217496 relative_absolute_error 0.060892757729784 relative_absolute_error 0.052927044876606516 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 0.07734185547944844 root_mean_squared_error 0.08354099853449233 root_mean_squared_error 0.0647760035266482 root_mean_squared_error 0.048423988181726677 root_mean_squared_error 0.06885561727779636 root_mean_squared_error 0.08938637692177838 root_mean_squared_error 0.07790567788045777 root_mean_squared_error 0.06086288866560735 root_mean_squared_error 0.06393102687958414 root_mean_squared_error 0.0513466986134735 root_relative_squared_error 0.21482729995395336 root_relative_squared_error 0.23111400283816677 root_relative_squared_error 0.17920113148661743 root_relative_squared_error 0.1339637057060817 root_relative_squared_error 0.19048727697926673 root_relative_squared_error 0.24728509033877416 root_relative_squared_error 0.21552403460128022 root_relative_squared_error 0.16837560084937864 root_relative_squared_error 0.17746703840202196 root_relative_squared_error 0.14253402423548905 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 32601.33599000005 usercpu_time_millis 33618.48028900011 usercpu_time_millis 33640.3231270001 usercpu_time_millis 32372.965805000036 usercpu_time_millis 33279.110760999974 usercpu_time_millis 35105.67826900001 usercpu_time_millis 33581.081724 usercpu_time_millis 32315.479040000017 usercpu_time_millis 32118.00386499988 usercpu_time_millis 32864.154444999935 usercpu_time_millis_testing 32.02209200003381 usercpu_time_millis_testing 29.697817000055693 usercpu_time_millis_testing 31.40532300005816 usercpu_time_millis_testing 31.308942000009665 usercpu_time_millis_testing 32.41931900004147 usercpu_time_millis_testing 31.27202500002113 usercpu_time_millis_testing 31.014862999995785 usercpu_time_millis_testing 31.387801000050786 usercpu_time_millis_testing 29.611027999976614 usercpu_time_millis_testing 32.937253000000055 usercpu_time_millis_training 32569.31389800002 usercpu_time_millis_training 33588.78247200005 usercpu_time_millis_training 33608.91780400004 usercpu_time_millis_training 32341.656863000026 usercpu_time_millis_training 33246.69144199993 usercpu_time_millis_training 35074.40624399999 usercpu_time_millis_training 33550.06686100001 usercpu_time_millis_training 32284.091238999965 usercpu_time_millis_training 32088.3928369999 usercpu_time_millis_training 32831.21719199994