6020037 1 Jan van Rijn 3950 Supervised Classification predictive_accuracy 6970 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.ensemble.weight_boosting.AdaBoostClassifier(base_estimator=sklearn.tree.tree.DecisionTreeClassifier))(1) 4054722 class_weight null 6941 criterion "gini" 6941 max_depth 4 6941 max_features null 6941 max_leaf_nodes null 6941 min_impurity_split 1e-07 6941 min_samples_leaf 1 6941 min_samples_split 2 6941 min_weight_fraction_leaf 0.0 6941 presort false 6941 random_state 21807 6941 splitter "best" 6941 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 algorithm "SAMME.R" 6971 learning_rate 0.8902381129928856 6971 n_estimators 276 6971 random_state 40583 6971 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 12963197 description https://api.openml.org/data/download/12963197/description.xml -1 12963198 predictions https://api.openml.org/data/download/12963198/predictions.arff area_under_roc_curve 0.9999954192101064 [0.999995,0.999995] average_cost 0 f_measure 0.9995452253026078 [0.999731,0.998524] kappa 0.9982556033696448 kb_relative_information_score 5514.186323995337 mean_absolute_error 0.0642614897843464 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9995452218918687 [0.999642,0.999016] predictive_accuracy 0.9995453167626553 prior_entropy 0.6203559250859288 recall 0.9995453167626553 [0.999821,0.998033] relative_absolute_error 0.2463722064029 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.07795099716073314 root_relative_squared_error 0.2158825206789728 total_cost 0 area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9999648604961698 [0.999965,0.999965] 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 1 [1,1] 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 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 1 [1,1] f_measure 0.9969574059373737 [0.998211,0.990099] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.9984878645362075 [0.999103,0.995122] f_measure 1 [1,1] f_measure 1 [1,1] kappa 1 kappa 0.9883103081827842 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 0.9942251154976902 kappa 1 kappa 1 kb_relative_information_score 547.72859195234 kb_relative_information_score 545.601919080095 kb_relative_information_score 546.3674948237517 kb_relative_information_score 556.7809850197099 kb_relative_information_score 554.3452993510404 kb_relative_information_score 550.32391175287 kb_relative_information_score 546.7703013604694 kb_relative_information_score 555.3931765089783 kb_relative_information_score 551.9072747109061 kb_relative_information_score 558.9673694351717 mean_absolute_error 0.06353748020783882 mean_absolute_error 0.06712048803216317 mean_absolute_error 0.06896174911408905 mean_absolute_error 0.06372983468375779 mean_absolute_error 0.06340037398605254 mean_absolute_error 0.06557557676843632 mean_absolute_error 0.06516336393331983 mean_absolute_error 0.06349954406854179 mean_absolute_error 0.06309217460246765 mean_absolute_error 0.05852384735951513 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 1 [1,1] precision 0.9969805194805195 [0.996429,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 0.9984995586937335 [1,0.990291] precision 1 [1,1] precision 1 [1,1] predictive_accuracy 1 predictive_accuracy 0.9969696969696971 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9984848484848484 predictive_accuracy 1 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 1 [1,1] recall 0.996969696969697 [1,0.980392] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 0.9984848484848485 [0.998208,1] recall 1 [1,1] recall 1 [1,1] relative_absolute_error 0.24431365994377469 relative_absolute_error 0.2570553801873226 relative_absolute_error 0.2641069687754714 relative_absolute_error 0.24406999061238224 relative_absolute_error 0.24280823511285696 relative_absolute_error 0.2511387403669643 relative_absolute_error 0.24956006401708156 relative_absolute_error 0.24318803275743406 relative_absolute_error 0.24245167032385925 relative_absolute_error 0.22489642551547206 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 0.08050205717767248 root_mean_squared_error 0.08789506163483528 root_mean_squared_error 0.08113268136158196 root_mean_squared_error 0.0738651366337509 root_mean_squared_error 0.07660145424562048 root_mean_squared_error 0.07826982503246437 root_mean_squared_error 0.07980175062316569 root_mean_squared_error 0.07465443765371392 root_mean_squared_error 0.07520693939137407 root_mean_squared_error 0.07017740490159105 root_relative_squared_error 0.22360518088182643 root_relative_squared_error 0.24315940532775693 root_relative_squared_error 0.22445145592468446 root_relative_squared_error 0.20434598217743247 root_relative_squared_error 0.21191593378693646 root_relative_squared_error 0.2165314382401967 root_relative_squared_error 0.22076947060188826 root_relative_squared_error 0.20652956295056132 root_relative_squared_error 0.2087680028385356 root_relative_squared_error 0.19480644717443205 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 53536.312321 usercpu_time_millis 53343.60863699999 usercpu_time_millis 53301.75421300003 usercpu_time_millis 53755.38754100001 usercpu_time_millis 53606.79698799999 usercpu_time_millis 53308.717498999955 usercpu_time_millis 53312.00115499996 usercpu_time_millis 53355.388975000045 usercpu_time_millis 53872.803645999964 usercpu_time_millis 53452.639147000125 usercpu_time_millis_testing 150.51341799999562 usercpu_time_millis_testing 147.2016769999982 usercpu_time_millis_testing 146.45544600000449 usercpu_time_millis_testing 146.68243200000575 usercpu_time_millis_testing 144.98360699997193 usercpu_time_millis_testing 151.97172099999534 usercpu_time_millis_testing 147.9823569999894 usercpu_time_millis_testing 146.8333340000072 usercpu_time_millis_testing 146.76408299999366 usercpu_time_millis_testing 146.87742300009177 usercpu_time_millis_training 53385.798903 usercpu_time_millis_training 53196.40695999999 usercpu_time_millis_training 53155.29876700002 usercpu_time_millis_training 53608.705109 usercpu_time_millis_training 53461.813381000014 usercpu_time_millis_training 53156.74577799996 usercpu_time_millis_training 53164.018797999976 usercpu_time_millis_training 53208.555641000035 usercpu_time_millis_training 53726.03956299997 usercpu_time_millis_training 53305.76172400003