5997386 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) 4032119 class_weight null 6941 criterion "gini" 6941 max_depth 8 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 37499 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 false 6948 threshold 0.0 6949 algorithm "SAMME" 6971 learning_rate 0.01799888946656386 6971 n_estimators 500 6971 random_state 23740 6971 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 12917905 description https://api.openml.org/data/download/12917905/description.xml -1 12917906 predictions https://api.openml.org/data/download/12917906/predictions.arff area_under_roc_curve 0.9999133173604712 [0.999913,0.999913] average_cost 0 f_measure 0.998177588102532 [0.998926,0.994071] kappa 0.9929970633588162 kb_relative_information_score -5028.268012647591 mean_absolute_error 0.30522870965378573 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9981827438602976 [0.998033,0.999007] predictive_accuracy 0.9981812670506214 prior_entropy 0.6203559250859288 recall 0.9981812670506214 [0.999821,0.989184] relative_absolute_error 1.1702167333386573 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.3075681207910797 root_relative_squared_error 0.8517989970027035 total_cost 0 area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9995607562021224 [0.999561,0.999561] 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 0.9996661747136131 [0.999666,0.999666] 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 0.9954267172545752 [0.997319,0.985075] f_measure 0.9954267172545752 [0.997319,0.985075] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 0.9969574059373737 [0.998211,0.990099] f_measure 0.9984794538169725 [0.999105,0.995025] f_measure 0.9984856064092471 [0.999103,0.995074] kappa 1 kappa 0.9823943661971832 kappa 0.9823943661971832 kappa 1 kappa 1 kappa 0.9941786621507199 kappa 0.9941786621507199 kappa 0.9883103081827842 kappa 0.994129646620761 kappa 0.9941770563650341 kb_relative_information_score -494.41665910718774 kb_relative_information_score -509.19853442991933 kb_relative_information_score -515.09560287032 kb_relative_information_score -510.8793048902342 kb_relative_information_score -487.5264581781974 kb_relative_information_score -512.2905476598072 kb_relative_information_score -487.255718041314 kb_relative_information_score -478.8447922650963 kb_relative_information_score -517.5880508119895 kb_relative_information_score -515.172344393512 mean_absolute_error 0.30235593979108805 mean_absolute_error 0.3073371261056697 mean_absolute_error 0.30900746461268935 mean_absolute_error 0.30728588425761355 mean_absolute_error 0.30200395746681363 mean_absolute_error 0.30704382736627267 mean_absolute_error 0.30224321526907455 mean_absolute_error 0.29970976654678483 mean_absolute_error 0.30791263169086674 mean_absolute_error 0.3073946316795659 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 0.995478852698104 [0.994652,1] precision 0.995478852698104 [0.994652,1] precision 1 [1,1] precision 1 [1,1] precision 0.9984875589526753 [0.998211,1] precision 0.9984875589526753 [0.998211,1] precision 0.9969805194805195 [0.996429,1] precision 0.9984852638979752 [0.998211,1] precision 0.9984974262846261 [1,0.990196] predictive_accuracy 1 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9954545454545455 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9969696969696971 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 1 [1,1] recall 0.9954545454545455 [1,0.970588] recall 0.9954545454545455 [1,0.970588] recall 1 [1,1] recall 1 [1,1] recall 0.9984848484848485 [1,0.990196] recall 0.9984848484848485 [1,0.990196] recall 0.996969696969697 [1,0.980392] recall 0.9984825493171472 [1,0.990099] recall 0.9984825493171472 [0.998208,1] relative_absolute_error 1.162615923931254 relative_absolute_error 1.1770275233832495 relative_absolute_error 1.1834245194801447 relative_absolute_error 1.176831279388014 relative_absolute_error 1.156602765872438 relative_absolute_error 1.1759042595159181 relative_absolute_error 1.1575190659043075 relative_absolute_error 1.1478165645729523 relative_absolute_error 1.1832518428417915 relative_absolute_error 1.1812612636810795 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 0.3044819576971836 root_mean_squared_error 0.3101160365769153 root_mean_squared_error 0.3117072741318342 root_mean_squared_error 0.3094483054283334 root_mean_squared_error 0.30405450141062185 root_mean_squared_error 0.30912692749849996 root_mean_squared_error 0.30467760064351623 root_mean_squared_error 0.30191586128554393 root_mean_squared_error 0.3103016803518708 root_mean_squared_error 0.309689809077206 root_relative_squared_error 0.8457391725514143 root_relative_squared_error 0.8579279612992212 root_relative_squared_error 0.862330078669555 root_relative_squared_error 0.8560807004180292 root_relative_squared_error 0.8411588816832051 root_relative_squared_error 0.8551916167215136 root_relative_squared_error 0.842882669528764 root_relative_squared_error 0.8352423893188841 root_relative_squared_error 0.861370807119055 root_relative_squared_error 0.859672305025501 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 159829.219063 usercpu_time_millis 158569.76653000037 usercpu_time_millis 157500.0348029998 usercpu_time_millis 160096.2363409999 usercpu_time_millis 156937.14325399924 usercpu_time_millis 157112.217537001 usercpu_time_millis 160550.97424900034 usercpu_time_millis 157243.2307530007 usercpu_time_millis 157075.08889400013 usercpu_time_millis 159541.57892500007 usercpu_time_millis_testing 170.4469380001683 usercpu_time_millis_testing 170.55491600058303 usercpu_time_millis_testing 170.3742310000962 usercpu_time_millis_testing 169.64176500005124 usercpu_time_millis_testing 169.93733099934616 usercpu_time_millis_testing 170.15269600051397 usercpu_time_millis_testing 170.19143400011671 usercpu_time_millis_testing 169.83483000058186 usercpu_time_millis_testing 170.3915819998656 usercpu_time_millis_testing 169.90319500018813 usercpu_time_millis_training 159658.7721249998 usercpu_time_millis_training 158399.2116139998 usercpu_time_millis_training 157329.66057199973 usercpu_time_millis_training 159926.59457599983 usercpu_time_millis_training 156767.20592299988 usercpu_time_millis_training 156942.0648410005 usercpu_time_millis_training 160380.78281500022 usercpu_time_millis_training 157073.39592300012 usercpu_time_millis_training 156904.69731200027 usercpu_time_millis_training 159371.67572999987