6021267 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) 4055952 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 49470 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 0.011165704610495882 6971 n_estimators 276 6971 random_state 37341 6971 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 12965655 description https://api.openml.org/data/download/12965655/description.xml -1 12965656 predictions https://api.openml.org/data/download/12965656/predictions.arff area_under_roc_curve 0.9946373045081844 [0.994637,0.994637] average_cost 0 f_measure 0.9969651086229191 [0.998209,0.990138] kappa 0.988347254637565 kb_relative_information_score 6046.036911280318 mean_absolute_error 0.030873415252325547 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.996964598053068 [0.997673,0.993076] predictive_accuracy 0.9969687784177023 prior_entropy 0.6203559250859288 recall 0.9969687784177024 [0.998746,0.987217] relative_absolute_error 0.11836562551590951 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.062009282342388505 root_relative_squared_error 0.17173250715402452 total_cost 0 area_under_roc_curve 0.9998760162241628 [0.999876,0.999876] area_under_roc_curve 0.9995607562021224 [0.999561,0.999561] area_under_roc_curve 0.972714175275845 [0.972714,0.972714] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9908637290041464 [0.990864,0.990864] area_under_roc_curve 0.999745238597231 [0.999745,0.999745] area_under_roc_curve 0.9949486963244077 [0.994949,0.994949] area_under_roc_curve 0.995554852765479 [0.995555,0.995555] 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 0.9954267172545752 [0.997319,0.985075] f_measure 0.9938896103896104 [0.996429,0.98] f_measure 1 [1,1] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 0.9924978143747389 [0.9955,0.976077] f_measure 0.996969696969697 [0.998208,0.990196] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 0.9984794538169725 [0.999105,0.995025] f_measure 0.9969526387082939 [0.998211,0.99] kappa 0.9941786621507199 kappa 0.9823943661971832 kappa 0.9764302549817868 kappa 1 kappa 0.9941786621507199 kappa 0.9715791649441918 kappa 0.988403963736032 kappa 0.9941786621507199 kappa 0.994129646620761 kappa 0.9882113021233967 kb_relative_information_score 593.2155534640597 kb_relative_information_score 589.8660139963928 kb_relative_information_score 605.6643914864857 kb_relative_information_score 625.5714914081809 kb_relative_information_score 618.318128132914 kb_relative_information_score 602.9798647744415 kb_relative_information_score 573.5546808452399 kb_relative_information_score 620.4023303766862 kb_relative_information_score 603.7374684290044 kb_relative_information_score 612.7269883669635 mean_absolute_error 0.037936723167898236 mean_absolute_error 0.037157185960826615 mean_absolute_error 0.029196283731024602 mean_absolute_error 0.022618194251390358 mean_absolute_error 0.0257629277710783 mean_absolute_error 0.029520059760190013 mean_absolute_error 0.04282356770777498 mean_absolute_error 0.02441422039910244 mean_absolute_error 0.03231584641184662 mean_absolute_error 0.026985437989252545 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 0.995478852698104 [0.994652,1] precision 0.9939825299255904 [0.992883,1] precision 1 [1,1] precision 0.9984875589526753 [0.998211,1] precision 0.9927782497875957 [1,0.953271] precision 0.996969696969697 [0.998208,0.990196] precision 0.9984875589526753 [0.998211,1] precision 0.9984852638979752 [0.998211,1] precision 0.9969759375677434 [0.996429,1] predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9939393939393939 predictive_accuracy 1 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9924242424242425 predictive_accuracy 0.9969696969696971 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9984825493171472 predictive_accuracy 0.9969650986342944 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 0.9954545454545455 [1,0.970588] recall 0.9939393939393939 [1,0.960784] recall 1 [1,1] recall 0.9984848484848485 [1,0.990196] recall 0.9924242424242424 [0.991039,1] recall 0.996969696969697 [0.998208,0.990196] recall 0.9984848484848485 [1,0.990196] recall 0.9984825493171472 [1,0.990099] recall 0.9969650986342944 [1,0.980198] relative_absolute_error 0.14587389448093865 relative_absolute_error 0.1423031155446071 relative_absolute_error 0.11181476825584395 relative_absolute_error 0.0866222623359922 relative_absolute_error 0.09866583791464179 relative_absolute_error 0.11305475283749322 relative_absolute_error 0.1640039993872625 relative_absolute_error 0.0935006119690472 relative_absolute_error 0.12418387842626469 relative_absolute_error 0.10370009523588859 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 0.05965856388647807 root_mean_squared_error 0.07690971870615936 root_mean_squared_error 0.08129111972061187 root_mean_squared_error 0.025213171316230045 root_mean_squared_error 0.04665748153791527 root_mean_squared_error 0.07950897880164687 root_mean_squared_error 0.08206788859167823 root_mean_squared_error 0.04562757766960492 root_mean_squared_error 0.04934265242800314 root_mean_squared_error 0.04447511550129112 root_relative_squared_error 0.16570960341477847 root_relative_squared_error 0.21276873941121294 root_relative_squared_error 0.22488977153020592 root_relative_squared_error 0.06975158364587276 root_relative_squared_error 0.1290767109531652 root_relative_squared_error 0.21995952496110807 root_relative_squared_error 0.2270386824388792 root_relative_squared_error 0.12622750864867704 root_relative_squared_error 0.13697096418913357 root_relative_squared_error 0.12345909984315483 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 54648.066591999996 usercpu_time_millis 54758.894949999994 usercpu_time_millis 54872.38619 usercpu_time_millis 55145.35923699998 usercpu_time_millis 54169.080863999996 usercpu_time_millis 54744.91685699997 usercpu_time_millis 54758.09889100003 usercpu_time_millis 55197.372459000006 usercpu_time_millis 54861.46986799991 usercpu_time_millis 53902.212432999986 usercpu_time_millis_testing 135.4748079999979 usercpu_time_millis_testing 139.50289499999258 usercpu_time_millis_testing 132.49729399998955 usercpu_time_millis_testing 133.24184999999034 usercpu_time_millis_testing 132.32538500000146 usercpu_time_millis_testing 132.99134900000809 usercpu_time_millis_testing 134.16416900003014 usercpu_time_millis_testing 133.4785949999855 usercpu_time_millis_testing 129.84473899996374 usercpu_time_millis_testing 132.73301499998524 usercpu_time_millis_training 54512.591784 usercpu_time_millis_training 54619.392055000004 usercpu_time_millis_training 54739.88889600001 usercpu_time_millis_training 55012.11738699999 usercpu_time_millis_training 54036.75547899999 usercpu_time_millis_training 54611.92550799996 usercpu_time_millis_training 54623.934722 usercpu_time_millis_training 55063.89386400002 usercpu_time_millis_training 54731.62512899995 usercpu_time_millis_training 53769.479418