6021082 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) 4055767 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 32220 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.R" 6971 learning_rate 0.02605580438318448 6971 n_estimators 344 6971 random_state 49603 6971 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 12965287 description https://api.openml.org/data/download/12965287/description.xml -1 12965288 predictions https://api.openml.org/data/download/12965288/predictions.arff area_under_roc_curve 0.9969413537326479 [0.996941,0.996941] average_cost 0 f_measure 0.9974219049002031 [0.998477,0.99163] kappa 0.9901071276555025 kb_relative_information_score 6208.677147766695 mean_absolute_error 0.02229226253420489 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9974211370769422 [0.998209,0.993097] predictive_accuracy 0.997423461655047 prior_entropy 0.6203559250859288 recall 0.997423461655047 [0.998746,0.990167] relative_absolute_error 0.08546633333114255 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.051924871548002516 root_relative_squared_error 0.14380408928702446 total_cost 0 area_under_roc_curve 0.9998228803202324 [0.999823,0.999823] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9814287722257361 [0.981429,0.981429] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9907407407407406 [0.990741,0.990741] area_under_roc_curve 0.9991478670321174 [0.999148,0.999148] area_under_roc_curve 0.9999472907442547 [0.999947,0.999947] area_under_roc_curve 0.9997891629770188 [0.999789,0.999789] 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 0.9938896103896104 [0.996429,0.98] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 0.9924978143747389 [0.9955,0.976077] f_measure 0.9984878645362075 [0.999103,0.995122] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 0.9984794538169725 [0.999105,0.995025] f_measure 1 [1,1] kappa 0.9941786621507199 kappa 0.9883103081827842 kappa 0.9764302549817868 kappa 0.9941786621507199 kappa 0.9941786621507199 kappa 0.9715791649441918 kappa 0.9942251154976902 kappa 0.9941786621507199 kappa 0.994129646620761 kappa 1 kb_relative_information_score 619.791118054362 kb_relative_information_score 623.4322211175866 kb_relative_information_score 613.614161315057 kb_relative_information_score 629.2733082785286 kb_relative_information_score 627.590184489952 kb_relative_information_score 609.0435218969985 kb_relative_information_score 621.760963014273 kb_relative_information_score 615.2909921035045 kb_relative_information_score 621.9210063887606 kb_relative_information_score 626.9596711079611 mean_absolute_error 0.022318909065493938 mean_absolute_error 0.022504128455655015 mean_absolute_error 0.024468969072210925 mean_absolute_error 0.019303977139632437 mean_absolute_error 0.01986984039992672 mean_absolute_error 0.02567735373747727 mean_absolute_error 0.022175081601062074 mean_absolute_error 0.02688935788726366 mean_absolute_error 0.02071132719668131 mean_absolute_error 0.018996291534608235 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 0.9939825299255904 [0.992883,1] precision 0.9984875589526753 [0.998211,1] precision 0.9984875589526753 [0.998211,1] precision 0.9927782497875957 [1,0.953271] precision 0.9984995586937335 [1,0.990291] precision 0.9984875589526753 [0.998211,1] precision 0.9984852638979752 [0.998211,1] precision 1 [1,1] predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9969696969696971 predictive_accuracy 0.9939393939393939 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9924242424242425 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9984825493171472 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 0.9984848484848485 [0.998211,1] recall 0.996969696969697 [1,0.980392] recall 0.9939393939393939 [1,0.960784] recall 0.9984848484848485 [1,0.990196] recall 0.9984848484848485 [1,0.990196] recall 0.9924242424242424 [0.991039,1] recall 0.9984848484848485 [0.998208,1] recall 0.9984848484848485 [1,0.990196] recall 0.9984825493171472 [1,0.990099] recall 1 [1,1] relative_absolute_error 0.08582043766775606 relative_absolute_error 0.08618541768022826 relative_absolute_error 0.0937102862636368 relative_absolute_error 0.07392960522542373 relative_absolute_error 0.07609672587328438 relative_absolute_error 0.09833810987829414 relative_absolute_error 0.08492524710062373 relative_absolute_error 0.10297979525106234 relative_absolute_error 0.07958983669684701 relative_absolute_error 0.07299926879275163 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 0.04386835225022797 root_mean_squared_error 0.04562333631824714 root_mean_squared_error 0.07479672818487203 root_mean_squared_error 0.03543414265530989 root_mean_squared_error 0.04347923737074586 root_mean_squared_error 0.08615529010152145 root_mean_squared_error 0.045528292184276946 root_mean_squared_error 0.048783562503192206 root_mean_squared_error 0.04327076145209081 root_mean_squared_error 0.021518425828457824 root_relative_squared_error 0.1218501884771774 root_relative_squared_error 0.12621577506029605 root_relative_squared_error 0.20692320600964376 root_relative_squared_error 0.09802763541096646 root_relative_squared_error 0.12028418100550958 root_relative_squared_error 0.2383463725637058 root_relative_squared_error 0.12595283793201803 root_relative_squared_error 0.13495845872806533 root_relative_squared_error 0.1201159164667696 root_relative_squared_error 0.05973330148509616 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 67046.130575 usercpu_time_millis 67380.42420400007 usercpu_time_millis 66472.67437899995 usercpu_time_millis 67061.00011299987 usercpu_time_millis 66816.20273700013 usercpu_time_millis 66929.92230699997 usercpu_time_millis 66627.57952599987 usercpu_time_millis 66892.3225179999 usercpu_time_millis 66972.6167209999 usercpu_time_millis 66579.4222510001 usercpu_time_millis_testing 166.28998999999567 usercpu_time_millis_testing 165.7137980000698 usercpu_time_millis_testing 165.19620400003987 usercpu_time_millis_testing 166.1449379998885 usercpu_time_millis_testing 164.20826900002794 usercpu_time_millis_testing 165.34094400003596 usercpu_time_millis_testing 166.04591399982382 usercpu_time_millis_testing 167.34462299996267 usercpu_time_millis_testing 166.20194600000104 usercpu_time_millis_testing 164.64633300006426 usercpu_time_millis_training 66879.84058500001 usercpu_time_millis_training 67214.710406 usercpu_time_millis_training 66307.47817499991 usercpu_time_millis_training 66894.85517499998 usercpu_time_millis_training 66651.9944680001 usercpu_time_millis_training 66764.58136299993 usercpu_time_millis_training 66461.53361200004 usercpu_time_millis_training 66724.97789499993 usercpu_time_millis_training 66806.4147749999 usercpu_time_millis_training 66414.77591800003