5996601 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) 4031334 bootstrap true 6902 class_weight null 6902 criterion "gini" 6902 max_depth null 6902 max_features 0.2542777827995226 6902 max_leaf_nodes null 6902 min_impurity_split 1e-07 6902 min_samples_leaf 4 6902 min_samples_split 16 6902 min_weight_fraction_leaf 0.0 6902 n_estimators 100 6902 n_jobs 1 6902 oob_score false 6902 random_state 3322 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 12916339 description https://api.openml.org/data/download/12916339/description.xml -1 12916340 predictions https://api.openml.org/data/download/12916340/predictions.arff area_under_roc_curve 0.9997697272157237 [0.99977,0.99977] average_cost 0 f_measure 0.9937594174023558 [0.996334,0.979632] kappa 0.9759665811116116 kb_relative_information_score 5932.87679164999 mean_absolute_error 0.031050744635354784 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9937716527922813 [0.994466,0.98996] predictive_accuracy 0.9937859957562898 prior_entropy 0.6203559250859288 recall 0.9937859957562898 [0.998208,0.969518] relative_absolute_error 0.11904548886024831 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.0840780329092199 root_relative_squared_error 0.23285112877703315 total_cost 0 area_under_roc_curve 0.9992560973449759 [0.999256,0.999256] area_under_roc_curve 0.9995958957059525 [0.999596,0.999596] 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 0.9995958957059525 [0.999596,0.999596] area_under_roc_curve 0.9993499191791412 [0.99935,0.99935] area_under_roc_curve 0.9998243024808489 [0.999824,0.999824] area_under_roc_curve 0.9999467688704353 [0.999947,0.999947] 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 0.9907956571058175 [0.994652,0.969697] f_measure 0.9954267172545752 [0.997319,0.985075] f_measure 1 [1,1] f_measure 0.9939148118747474 [0.996422,0.980198] f_measure 0.9893290069273423 [0.993744,0.965174] f_measure 0.9862801517637259 [0.991957,0.955224] f_measure 0.9939393939393939 [0.996416,0.980392] f_measure 0.9954194360886108 [0.997319,0.984925] f_measure 0.9984856064092471 [0.999103,0.995074] kappa 0.9764289923394224 kappa 0.9643551523007131 kappa 0.9823943661971832 kappa 1 kappa 0.9766206163655684 kappa 0.9589201877934271 kappa 0.9471830985915491 kappa 0.9768079274720639 kappa 0.9822443755893844 kappa 0.9941770563650341 kb_relative_information_score 583.3938499150935 kb_relative_information_score 584.5692691261279 kb_relative_information_score 600.3031697173209 kb_relative_information_score 608.127360395742 kb_relative_information_score 599.885577846174 kb_relative_information_score 585.0336412108509 kb_relative_information_score 570.1121812562363 kb_relative_information_score 605.8743491217305 kb_relative_information_score 600.6587790968599 kb_relative_information_score 594.9186139639885 mean_absolute_error 0.03402181946490997 mean_absolute_error 0.03560542597368615 mean_absolute_error 0.028928736526180783 mean_absolute_error 0.026457011949073638 mean_absolute_error 0.028215739276077335 mean_absolute_error 0.03488156935297537 mean_absolute_error 0.039441337398987655 mean_absolute_error 0.026324854746027252 mean_absolute_error 0.027968408787598053 mean_absolute_error 0.028654241607008014 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 0.9910058027079305 [0.989362,1] precision 0.995478852698104 [0.994652,1] precision 1 [1,1] precision 0.9939253246753247 [0.994643,0.99] precision 0.9893426241019825 [0.991087,0.979798] precision 0.9862745098039215 [0.989305,0.969697] precision 0.9939393939393939 [0.996416,0.980392] precision 0.9954719920800434 [0.994652,1] precision 0.9984974262846261 [1,0.990196] predictive_accuracy 0.9939393939393939 predictive_accuracy 0.990909090909091 predictive_accuracy 0.9954545454545455 predictive_accuracy 1 predictive_accuracy 0.9939393939393939 predictive_accuracy 0.9893939393939394 predictive_accuracy 0.9863636363636364 predictive_accuracy 0.9939393939393939 predictive_accuracy 0.9954476479514416 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 0.9939393939393939 [0.998211,0.970297] recall 0.990909090909091 [1,0.941176] recall 0.9954545454545455 [1,0.970588] recall 1 [1,1] recall 0.9939393939393939 [0.998208,0.970588] recall 0.9893939393939394 [0.996416,0.95098] recall 0.9863636363636363 [0.994624,0.941176] recall 0.9939393939393939 [0.996416,0.980392] recall 0.9954476479514416 [1,0.970297] recall 0.9984825493171472 [0.998208,1] relative_absolute_error 0.13082034736393325 relative_absolute_error 0.13636024675523348 relative_absolute_error 0.11079012659313393 relative_absolute_error 0.10132401394237123 relative_absolute_error 0.10805951803274873 relative_absolute_error 0.13358804940844488 relative_absolute_error 0.15105086803503223 relative_absolute_error 0.10081788353316884 relative_absolute_error 0.10747747196192593 relative_absolute_error 0.11011300186205342 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 0.09675076368779655 root_mean_squared_error 0.09576183614769723 root_mean_squared_error 0.07695062730343306 root_mean_squared_error 0.06808964837269349 root_mean_squared_error 0.07879473513021888 root_mean_squared_error 0.09352609375829371 root_mean_squared_error 0.1018284172473666 root_mean_squared_error 0.074721927280646 root_mean_squared_error 0.07500979980364722 root_mean_squared_error 0.07115256830049956 root_relative_squared_error 0.26873812637007805 root_relative_squared_error 0.2649226327129567 root_relative_squared_error 0.212881911983151 root_relative_squared_error 0.18836824389595008 root_relative_squared_error 0.2179835883934191 root_relative_squared_error 0.2587375094561802 root_relative_squared_error 0.2817056717726115 root_relative_squared_error 0.20671627125072473 root_relative_squared_error 0.20822076027896316 root_relative_squared_error 0.1975134169950217 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 13419.090901000005 usercpu_time_millis 13278.963853999983 usercpu_time_millis 13691.780542999937 usercpu_time_millis 13353.64587600003 usercpu_time_millis 13867.511330000014 usercpu_time_millis 13443.045631000019 usercpu_time_millis 13168.765111999961 usercpu_time_millis 13241.334567999957 usercpu_time_millis 13282.274561000007 usercpu_time_millis 13182.258341000079 usercpu_time_millis_testing 37.92180400000689 usercpu_time_millis_testing 37.95922699998755 usercpu_time_millis_testing 37.687756999957855 usercpu_time_millis_testing 37.66994700004034 usercpu_time_millis_testing 39.23456000001124 usercpu_time_millis_testing 38.20689100001573 usercpu_time_millis_testing 38.20297400000072 usercpu_time_millis_testing 38.71675899995353 usercpu_time_millis_testing 38.89869599998974 usercpu_time_millis_testing 38.979930000039076 usercpu_time_millis_training 13381.169096999998 usercpu_time_millis_training 13241.004626999995 usercpu_time_millis_training 13654.09278599998 usercpu_time_millis_training 13315.97592899999 usercpu_time_millis_training 13828.276770000002 usercpu_time_millis_training 13404.838740000003 usercpu_time_millis_training 13130.56213799996 usercpu_time_millis_training 13202.617809000003 usercpu_time_millis_training 13243.375865000018 usercpu_time_millis_training 13143.27841100004