5973706 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) 4008439 bootstrap false 6902 class_weight null 6902 criterion "entropy" 6902 max_depth null 6902 max_features 0.2785746345551785 6902 max_leaf_nodes null 6902 min_impurity_split 1e-07 6902 min_samples_leaf 1 6902 min_samples_split 6 6902 min_weight_fraction_leaf 0.0 6902 n_estimators 100 6902 n_jobs 1 6902 oob_score false 6902 random_state 7170 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 "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 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 12870771 description https://api.openml.org/data/download/12870771/description.xml -1 12870772 predictions https://api.openml.org/data/download/12870772/predictions.arff area_under_roc_curve 0.9999696963130104 [0.99997,0.99997] average_cost 0 f_measure 0.9977224475747137 [0.998657,0.992593] kappa 0.9912498614141433 kb_relative_information_score 6297.006279376012 mean_absolute_error 0.01464544811559024 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9977254523340988 [0.997853,0.997024] predictive_accuracy 0.9977265838132767 prior_entropy 0.6203559250859288 recall 0.9977265838132767 [0.999462,0.988201] relative_absolute_error 0.05614920192647165 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.05410171660353797 root_relative_squared_error 0.14983278442671 total_cost 0 area_under_roc_curve 0.9999822880320232 [0.999982,0.999982] area_under_roc_curve 0.9998243024808489 [0.999824,0.999824] area_under_roc_curve 1 [1,1] 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 0.9999648604961698 [0.999965,0.999965] area_under_roc_curve 0.9999472907442547 [0.999947,0.999947] area_under_roc_curve 0.999982256290145 [0.999982,0.999982] 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 0.9938896103896104 [0.996429,0.98] f_measure 1 [1,1] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 1 [1,1] f_measure 0.9969574059373737 [0.998211,0.990099] f_measure 0.9969574059373737 [0.998211,0.990099] f_measure 0.9954453844244848 [0.997314,0.985222] f_measure 0.9984794538169725 [0.999105,0.995025] f_measure 0.9984856064092471 [0.999103,0.995074] kappa 0.9941786621507199 kappa 0.9764302549817868 kappa 1 kappa 0.9941786621507199 kappa 1 kappa 0.9883103081827842 kappa 0.9883103081827842 kappa 0.9825359864521593 kappa 0.994129646620761 kappa 0.9941770563650341 kb_relative_information_score 630.4746972570375 kb_relative_information_score 624.0161407763633 kb_relative_information_score 636.7834567832003 kb_relative_information_score 640.9659765481659 kb_relative_information_score 637.2552541647871 kb_relative_information_score 623.1033973378333 kb_relative_information_score 621.1933326258536 kb_relative_information_score 633.9946371580428 kb_relative_information_score 626.4105357880561 kb_relative_information_score 622.8088509369644 mean_absolute_error 0.013704292929289255 mean_absolute_error 0.01693207070707423 mean_absolute_error 0.013039141414141451 mean_absolute_error 0.011078535353533195 mean_absolute_error 0.013092676767675665 mean_absolute_error 0.018084090909091775 mean_absolute_error 0.01755252525252465 mean_absolute_error 0.01316186868686874 mean_absolute_error 0.015249114820434473 mean_absolute_error 0.01456095093576075 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 0.9939825299255904 [0.992883,1] precision 1 [1,1] precision 0.9984875589526753 [0.998211,1] precision 1 [1,1] precision 0.9969805194805195 [0.996429,1] precision 0.9969805194805195 [0.996429,1] precision 0.995444964890049 [0.996422,0.990099] precision 0.9984852638979752 [0.998211,1] precision 0.9984974262846261 [1,0.990196] predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9939393939393939 predictive_accuracy 1 predictive_accuracy 0.9984848484848484 predictive_accuracy 1 predictive_accuracy 0.9969696969696971 predictive_accuracy 0.9969696969696971 predictive_accuracy 0.9954545454545455 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 0.9939393939393939 [1,0.960784] recall 1 [1,1] recall 0.9984848484848485 [1,0.990196] recall 1 [1,1] recall 0.996969696969697 [1,0.980392] recall 0.996969696969697 [1,0.980392] recall 0.9954545454545455 [0.998208,0.980392] recall 0.9984825493171472 [1,0.990099] recall 0.9984825493171472 [0.998208,1] relative_absolute_error 0.0526956050435752 relative_absolute_error 0.06484577214158439 relative_absolute_error 0.049936786096106286 relative_absolute_error 0.04242813484694191 relative_absolute_error 0.05014181366756265 relative_absolute_error 0.06925773337272433 relative_absolute_error 0.0672219643259035 relative_absolute_error 0.05040680213256819 relative_absolute_error 0.058599555055280216 relative_absolute_error 0.05595506729832828 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 0.0487373496493223 root_mean_squared_error 0.06845482086749496 root_mean_squared_error 0.04575570699073873 root_mean_squared_error 0.03973827728799487 root_mean_squared_error 0.046507080576737 root_mean_squared_error 0.061445684796688785 root_mean_squared_error 0.0628764307091241 root_mean_squared_error 0.05266439349078312 root_mean_squared_error 0.0551850670809652 root_mean_squared_error 0.05315090670751504 root_relative_squared_error 0.13537447695262264 root_relative_squared_error 0.18937848411907987 root_relative_squared_error 0.12658197508800198 root_relative_squared_error 0.10993491209145166 root_relative_squared_error 0.12866063060006447 root_relative_squared_error 0.16998789121046662 root_relative_squared_error 0.1739460126199294 root_relative_squared_error 0.14569467686783555 root_relative_squared_error 0.15318900535294377 root_relative_squared_error 0.1475423509078197 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 19638.743349000037 usercpu_time_millis 19576.239545999895 usercpu_time_millis 19783.78213300016 usercpu_time_millis 20066.583225999922 usercpu_time_millis 19614.836390000164 usercpu_time_millis 19533.84337600005 usercpu_time_millis 19723.44353699987 usercpu_time_millis 19795.05052100012 usercpu_time_millis 18834.41264699991 usercpu_time_millis 19169.886571000003 usercpu_time_millis_testing 37.58465400005662 usercpu_time_millis_testing 37.60720900004344 usercpu_time_millis_testing 39.33952300008059 usercpu_time_millis_testing 36.45218800011207 usercpu_time_millis_testing 37.6009740000427 usercpu_time_millis_testing 39.6490520001862 usercpu_time_millis_testing 37.98338599995077 usercpu_time_millis_testing 36.72245400002794 usercpu_time_millis_testing 37.71587400001408 usercpu_time_millis_testing 37.68169599993598 usercpu_time_millis_training 19601.15869499998 usercpu_time_millis_training 19538.632336999854 usercpu_time_millis_training 19744.44261000008 usercpu_time_millis_training 20030.13103799981 usercpu_time_millis_training 19577.23541600012 usercpu_time_millis_training 19494.194323999865 usercpu_time_millis_training 19685.460150999916 usercpu_time_millis_training 19758.328067000093 usercpu_time_millis_training 18796.696772999894 usercpu_time_millis_training 19132.20487500007