5967546 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) 4002280 class_weight null 6941 criterion "gini" 6941 max_depth 3 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 61005 6941 splitter "best" 6941 axis 0 6947 categorical_features [0] 6947 copy true 6947 fill_empty 0 6947 missing_values "NaN" 6947 strategy "median" 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 0.6038590904110864 6971 n_estimators 185 6971 random_state 55560 6971 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 12858473 description https://api.openml.org/data/download/12858473/description.xml -1 12858472 predictions https://api.openml.org/data/download/12858472/predictions.arff area_under_roc_curve 0.9999739247344507 [0.999974,0.999974] average_cost 0 f_measure 0.9975681382131 [0.998568,0.992079] kappa 0.9906476498907056 kb_relative_information_score -10985.97019335082 mean_absolute_error 0.4536025475481783 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9975785958451714 [0.997319,0.999003] predictive_accuracy 0.997575022734162 prior_entropy 0.6203559250859288 recall 0.9975750227341619 [0.999821,0.985251] relative_absolute_error 1.7390673768139704 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.45383963601464633 root_relative_squared_error 1.2568927682200788 total_cost 0 area_under_roc_curve 0.9999822880320232 [0.999982,0.999982] area_under_roc_curve 0.9996661747136131 [0.999666,0.999666] 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 0.9999472907442547 [0.999947,0.999947] 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 0.9984817564626296 [0.999106,0.995025] f_measure 0.9969574059373737 [0.998211,0.990099] f_measure 0.9954267172545752 [0.997319,0.985075] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 1 [1,1] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 0.9969574059373737 [0.998211,0.990099] f_measure 0.9954453844244848 [0.997314,0.985222] f_measure 0.9969526387082939 [0.998211,0.99] f_measure 0.9984794538169725 [0.999105,0.995025] kappa 0.9941312466654812 kappa 0.9883103081827842 kappa 0.9823943661971832 kappa 0.9941786621507199 kappa 1 kappa 0.9941786621507199 kappa 0.9883103081827842 kappa 0.9825359864521593 kappa 0.9882113021233967 kappa 0.994129646620761 kb_relative_information_score -1101.7894669276448 kb_relative_information_score -1103.2776020654258 kb_relative_information_score -1096.976363760936 kb_relative_information_score -1089.9507531758074 kb_relative_information_score -1098.2718269201623 kb_relative_information_score -1096.0067811186955 kb_relative_information_score -1101.8984486194813 kb_relative_information_score -1092.7924621810516 kb_relative_information_score -1099.953057035123 kb_relative_information_score -1105.0534315465236 mean_absolute_error 0.4532811048808923 mean_absolute_error 0.45531817699060995 mean_absolute_error 0.4535067080043214 mean_absolute_error 0.4514109626863603 mean_absolute_error 0.453789070222481 mean_absolute_error 0.45322426453966713 mean_absolute_error 0.45487986641643996 mean_absolute_error 0.4522162016813456 mean_absolute_error 0.4534321216687876 mean_absolute_error 0.4549688102648822 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 0.9984875541125541 [0.998214,1] precision 0.9969805194805195 [0.996429,1] precision 0.995478852698104 [0.994652,1] precision 0.9984875589526753 [0.998211,1] precision 1 [1,1] precision 0.9984875589526753 [0.998211,1] precision 0.9969805194805195 [0.996429,1] precision 0.995444964890049 [0.996422,0.990099] precision 0.9969759375677434 [0.996429,1] precision 0.9984852638979752 [0.998211,1] predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9969696969696971 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9984848484848484 predictive_accuracy 1 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9969696969696971 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9969650986342944 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 [1,0.990099] recall 0.996969696969697 [1,0.980392] recall 0.9954545454545455 [1,0.970588] recall 0.9984848484848485 [1,0.990196] recall 1 [1,1] recall 0.9984848484848485 [1,0.990196] recall 0.996969696969697 [1,0.980392] recall 0.9954545454545455 [0.998208,0.980392] recall 0.9969650986342944 [1,0.980198] recall 0.9984825493171472 [1,0.990099] relative_absolute_error 1.7429518034797056 relative_absolute_error 1.7437594767850177 relative_absolute_error 1.7368219847819082 relative_absolute_error 1.7287957825703546 relative_absolute_error 1.737903364394416 relative_absolute_error 1.7357402940148008 relative_absolute_error 1.742080852350264 relative_absolute_error 1.7318796549030233 relative_absolute_error 1.7424565878379021 relative_absolute_error 1.7483618006355 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 0.4535152771382251 root_mean_squared_error 0.45553975953590264 root_mean_squared_error 0.45376960613542594 root_mean_squared_error 0.45166111876269416 root_mean_squared_error 0.45401521075395834 root_mean_squared_error 0.45348619726893763 root_mean_squared_error 0.4550871820276962 root_mean_squared_error 0.4524649588414252 root_mean_squared_error 0.4536484461623958 root_mean_squared_error 0.45519580267215476 root_relative_squared_error 1.2596990577936489 root_relative_squared_error 1.2602389141280117 root_relative_squared_error 1.2553418307174888 root_relative_squared_error 1.2495087551594493 root_relative_squared_error 1.2560212895161664 root_relative_squared_error 1.2545577874486393 root_relative_squared_error 1.2589868702052551 root_relative_squared_error 1.251732557861072 root_relative_squared_error 1.259289114309987 root_relative_squared_error 1.2635844430500718 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 23026.191896 usercpu_time_millis 22998.003995000003 usercpu_time_millis 22804.791161999994 usercpu_time_millis 23020.972259999995 usercpu_time_millis 23012.353501999998 usercpu_time_millis 23181.793248999995 usercpu_time_millis 23380.166948999973 usercpu_time_millis 23033.084375000017 usercpu_time_millis 22854.033291000007 usercpu_time_millis 22761.460066999975 usercpu_time_millis_testing 55.60048999999978 usercpu_time_millis_testing 54.26473600000037 usercpu_time_millis_testing 54.440338999995674 usercpu_time_millis_testing 54.30620299999589 usercpu_time_millis_testing 53.94686100000001 usercpu_time_millis_testing 55.013102000003755 usercpu_time_millis_testing 53.83954999999219 usercpu_time_millis_testing 54.948786000011296 usercpu_time_millis_testing 55.05408999999872 usercpu_time_millis_testing 56.59322899998642 usercpu_time_millis_training 22970.591406 usercpu_time_millis_training 22943.739259 usercpu_time_millis_training 22750.350822999997 usercpu_time_millis_training 22966.666057 usercpu_time_millis_training 22958.406640999998 usercpu_time_millis_training 23126.78014699999 usercpu_time_millis_training 23326.32739899998 usercpu_time_millis_training 22978.135589000005 usercpu_time_millis_training 22798.97920100001 usercpu_time_millis_training 22704.866837999987