6027520 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) 4062205 class_weight null 6941 criterion "gini" 6941 max_depth 6 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 36134 6941 splitter "best" 6941 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 algorithm "SAMME" 6971 learning_rate 1.1625958693490668 6971 n_estimators 244 6971 random_state 28576 6971 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 12978139 description https://api.openml.org/data/download/12978139/description.xml -1 12978140 predictions https://api.openml.org/data/download/12978140/predictions.arff area_under_roc_curve 0.9999911907886658 [0.999991,0.999991] average_cost 0 f_measure 0.9990906335253107 [0.999462,0.99705] kappa 0.9965126094170116 kb_relative_information_score -8559.634933607356 mean_absolute_error 0.38525553051058536 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9990906335253107 [0.999462,0.99705] predictive_accuracy 0.9990906335253107 prior_entropy 0.6203559250859288 recall 0.9990906335253107 [0.999462,0.99705] relative_absolute_error 1.4770316623430282 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.38566288243659813 root_relative_squared_error 1.0680796683210523 total_cost 0 area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9999121512404247 [0.999912,0.999912] 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 0.9984879021615353 [0.999105,0.995074] 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 0.9984794538169725 [0.999105,0.995025] f_measure 0.9984856064092471 [0.999103,0.995074] kappa 0.9941786621507199 kappa 0.9883103081827842 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 0.9942251154976902 kappa 0.994129646620761 kappa 0.9941770563650341 kb_relative_information_score -863.8464319510499 kb_relative_information_score -852.6401487212813 kb_relative_information_score -853.849564651254 kb_relative_information_score -846.9894150046971 kb_relative_information_score -857.0678552887855 kb_relative_information_score -863.1302274067771 kb_relative_information_score -856.5945966376322 kb_relative_information_score -851.3881590585096 kb_relative_information_score -858.1895959892266 kb_relative_information_score -855.938938898143 mean_absolute_error 0.38602371130438334 mean_absolute_error 0.384965920184703 mean_absolute_error 0.3851044949423096 mean_absolute_error 0.3830485206196942 mean_absolute_error 0.38579689739100487 mean_absolute_error 0.3874504125981267 mean_absolute_error 0.38570832718356063 mean_absolute_error 0.3842752552741397 mean_absolute_error 0.3854111235099457 mean_absolute_error 0.384770142408442 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 0.9969805194805195 [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 0.9984852638979752 [0.998211,1] precision 0.9984974262846261 [1,0.990196] predictive_accuracy 0.9984848484848484 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 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 0.996969696969697 [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 0.9984825493171472 [1,0.990099] recall 0.9984825493171472 [0.998208,1] relative_absolute_error 1.484334371230188 relative_absolute_error 1.474327196858615 relative_absolute_error 1.4748579049634765 relative_absolute_error 1.4669840161308738 relative_absolute_error 1.477509640371102 relative_absolute_error 1.4838422072619823 relative_absolute_error 1.4771704377071264 relative_absolute_error 1.4716821158055418 relative_absolute_error 1.4810643514057418 relative_absolute_error 1.4786011784419821 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 0.3863847115818943 root_mean_squared_error 0.3855121477782323 root_mean_squared_error 0.3854920319378637 root_mean_squared_error 0.38336488944778013 root_mean_squared_error 0.3861704329691006 root_mean_squared_error 0.3878106855588408 root_mean_squared_error 0.38616262950025326 root_mean_squared_error 0.3846503796536324 root_mean_squared_error 0.38583775907898943 root_mean_squared_error 0.38522691893139177 root_relative_squared_error 1.0732349750088686 root_relative_squared_error 1.0665093448575402 root_relative_squared_error 1.0664536949075805 root_relative_squared_error 1.0605690104518712 root_relative_squared_error 1.0683304737420347 root_relative_squared_error 1.072868189933253 root_relative_squared_error 1.0683088856481289 root_relative_squared_error 1.0641252857214458 root_relative_squared_error 1.071052472477766 root_relative_squared_error 1.0693568327043677 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 106706.91199300018 usercpu_time_millis 106095.31564600002 usercpu_time_millis 107153.65927499988 usercpu_time_millis 107519.58244699927 usercpu_time_millis 106842.73059400039 usercpu_time_millis 105756.96997299929 usercpu_time_millis 107323.11714499883 usercpu_time_millis 106519.33266299966 usercpu_time_millis 106603.27545399923 usercpu_time_millis 108429.6591079983 usercpu_time_millis_testing 166.93185599979188 usercpu_time_millis_testing 166.13615399910486 usercpu_time_millis_testing 167.71705900100642 usercpu_time_millis_testing 165.39697900043393 usercpu_time_millis_testing 166.56408900053066 usercpu_time_millis_testing 166.6050109997741 usercpu_time_millis_testing 167.49850400083233 usercpu_time_millis_testing 166.87866899883375 usercpu_time_millis_testing 167.4930379995203 usercpu_time_millis_testing 165.46951700001955 usercpu_time_millis_training 106539.98013700038 usercpu_time_millis_training 105929.17949200091 usercpu_time_millis_training 106985.94221599888 usercpu_time_millis_training 107354.18546799883 usercpu_time_millis_training 106676.16650499986 usercpu_time_millis_training 105590.36496199951 usercpu_time_millis_training 107155.618640998 usercpu_time_millis_training 106352.45399400083 usercpu_time_millis_training 106435.78241599971 usercpu_time_millis_training 108264.18959099828