6022695 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) 4057380 class_weight null 6941 criterion "gini" 6941 max_depth 10 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 32163 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.R" 6971 learning_rate 1.1804153476650174 6971 n_estimators 98 6971 random_state 31446 6971 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 12968509 description https://api.openml.org/data/download/12968509/description.xml -1 12968510 predictions https://api.openml.org/data/download/12968510/predictions.arff area_under_roc_curve 0.9999785055243445 [0.999979,0.999979] average_cost 0 f_measure 0.9986345749710096 [0.999194,0.995564] kappa 0.9947583770900245 kb_relative_information_score 6529.926984406952 mean_absolute_error 0.0024623205311832177 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9986354022796659 [0.998747,0.998024] predictive_accuracy 0.9986359502879661 prior_entropy 0.6203559250859288 recall 0.998635950287966 [0.999642,0.993117] relative_absolute_error 0.009440293777417914 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.03493362939311497 root_relative_squared_error 0.0967474470442013 total_cost 0 area_under_roc_curve 0.9999645760640464 [0.999965,0.999965] 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 0.9999121512404247 [0.999912,0.999912] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.999982256290145 [0.999982,0.999982] 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 0.9969574059373737 [0.998211,0.990099] f_measure 1 [1,1] f_measure 0.9969526387082939 [0.998211,0.99] f_measure 0.9969650986342944 [0.998208,0.990099] kappa 0.9941786621507199 kappa 0.9883103081827842 kappa 1 kappa 1 kappa 1 kappa 1 kappa 0.9883103081827842 kappa 1 kappa 0.9882113021233967 kappa 0.9883068952056496 kb_relative_information_score 649.8919375275555 kb_relative_information_score 646.7315232811673 kb_relative_information_score 658.2598809103183 kb_relative_information_score 657.5878987292782 kb_relative_information_score 658.5223178391564 kb_relative_information_score 660.0063483011065 kb_relative_information_score 645.1284408958554 kb_relative_information_score 659.7293704347926 kb_relative_information_score 646.0942756769841 kb_relative_information_score 647.9749908107194 mean_absolute_error 0.0026285044994163874 mean_absolute_error 0.0047412669883636575 mean_absolute_error 0.0013886795736141114 mean_absolute_error 0.001260078351636564 mean_absolute_error 0.0013603911110043206 mean_absolute_error 0.000496015442073618 mean_absolute_error 0.005433429101069799 mean_absolute_error 0.0006215161717507102 mean_absolute_error 0.0038838784048264743 mean_absolute_error 0.002812129557318699 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 0.9969805194805195 [0.996429,1] precision 1 [1,1] precision 0.9969759375677434 [0.996429,1] precision 0.9969650986342944 [0.998208,0.990099] predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9969696969696971 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9969696969696971 predictive_accuracy 1 predictive_accuracy 0.9969650986342944 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 0.996969696969697 [1,0.980392] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 0.996969696969697 [1,0.980392] recall 1 [1,1] recall 0.9969650986342944 [1,0.980198] recall 0.9969650986342944 [0.998208,0.990099] relative_absolute_error 0.01010709824076198 relative_absolute_error 0.018157916069969665 relative_absolute_error 0.005318309896416289 relative_absolute_error 0.004825798042328578 relative_absolute_error 0.005209971865447412 relative_absolute_error 0.0018996202468003357 relative_absolute_error 0.020808731048366114 relative_absolute_error 0.0023802579585743104 relative_absolute_error 0.014925033294828215 relative_absolute_error 0.010806498787447832 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 0.04015756482486023 root_mean_squared_error 0.058057601870417835 root_mean_squared_error 0.019599442880403484 root_mean_squared_error 0.013471315052337948 root_mean_squared_error 0.014304087259654742 root_mean_squared_error 0.005425847693813131 root_mean_squared_error 0.05409282634161843 root_mean_squared_error 0.008047058609177066 root_mean_squared_error 0.04865264375030033 root_mean_squared_error 0.03262269774805948 root_relative_squared_error 0.11154298239383405 root_relative_squared_error 0.16061484778538915 root_relative_squared_error 0.05422134971989637 root_relative_squared_error 0.037268043234537224 root_relative_squared_error 0.03957188591850868 root_relative_squared_error 0.015010466732566558 root_relative_squared_error 0.1496463992524534 root_relative_squared_error 0.022261978655574426 root_relative_squared_error 0.13505555937740957 root_relative_squared_error 0.09055780638307316 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 34429.235668 usercpu_time_millis 34492.182852000005 usercpu_time_millis 34646.808756 usercpu_time_millis 34689.012518999974 usercpu_time_millis 34298.717197000005 usercpu_time_millis 33823.200068000006 usercpu_time_millis 33986.70975299999 usercpu_time_millis 35230.24998200003 usercpu_time_millis 34719.762378000036 usercpu_time_millis 34502.620186999935 usercpu_time_millis_testing 66.5674910000007 usercpu_time_millis_testing 67.47274200000675 usercpu_time_millis_testing 65.49579200000721 usercpu_time_millis_testing 63.5512449999851 usercpu_time_millis_testing 61.85519999999656 usercpu_time_millis_testing 68.1421010000065 usercpu_time_millis_testing 66.41237899998487 usercpu_time_millis_testing 68.09139500001038 usercpu_time_millis_testing 66.58510500000148 usercpu_time_millis_testing 66.59652899998036 usercpu_time_millis_training 34362.668177 usercpu_time_millis_training 34424.71011 usercpu_time_millis_training 34581.31296399999 usercpu_time_millis_training 34625.46127399999 usercpu_time_millis_training 34236.86199700001 usercpu_time_millis_training 33755.057967 usercpu_time_millis_training 33920.297374 usercpu_time_millis_training 35162.15858700002 usercpu_time_millis_training 34653.17727300004 usercpu_time_millis_training 34436.023657999955