5967085 1 Jan van Rijn 3950 Supervised Classification predictive_accuracy 6969 sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.ensemble.forest.RandomForestClassifier)(1) 4001819 bootstrap false 6902 class_weight null 6902 criterion "entropy" 6902 max_depth null 6902 max_features 0.14726341227430284 6902 max_leaf_nodes null 6902 min_impurity_split 1e-07 6902 min_samples_leaf 1 6902 min_samples_split 16 6902 min_weight_fraction_leaf 0.0 6902 n_estimators 100 6902 n_jobs 1 6902 oob_score false 6902 random_state 23375 6902 verbose 0 6902 warm_start false 6902 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 openml-pimp openml-python Sklearn_0.18.1. 1116 musk https://www.openml.org/data/download/53999/musk.arff -1 12857552 description https://api.openml.org/data/download/12857552/description.xml -1 12857551 predictions https://api.openml.org/data/download/12857551/predictions.arff area_under_roc_curve 0.9999462638108613 [0.999946,0.999946] average_cost 0 f_measure 0.9968062245635017 [0.998121,0.989588] kappa 0.987710133059953 kb_relative_information_score 6094.326513436234 mean_absolute_error 0.024246260101253258 mean_prior_absolute_error 0.26083092213436454 number_of_instances 6598 [5581,1017] precision 0.9968208092116215 [0.996606,0.998] predictive_accuracy 0.9968172173385875 prior_entropy 0.6203559250859288 recall 0.9968172173385874 [0.999642,0.981318] relative_absolute_error 0.0929577670578607 root_mean_prior_squared_error 0.36108063272361846 root_mean_squared_error 0.07091913847360826 root_relative_squared_error 0.19640803755844702 total_cost 0 area_under_roc_curve 0.9999645760640464 [0.999965,0.999965] area_under_roc_curve 0.9995958957059525 [0.999596,0.999596] 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 0.9999648604961698 [0.999965,0.999965] area_under_roc_curve 0.9999648604961698 [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 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 0.992345964678636 [0.99554,0.974874] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 1 [1,1] f_measure 0.9984817948081617 [0.999105,0.995074] f_measure 0.9954267172545752 [0.997319,0.985075] f_measure 0.9954267172545752 [0.997319,0.985075] f_measure 0.9954453844244848 [0.997314,0.985222] f_measure 0.9954194360886108 [0.997319,0.984925] f_measure 0.9984794538169725 [0.999105,0.995025] kappa 0.9941786621507199 kappa 0.9704173838209983 kappa 0.9941786621507199 kappa 1 kappa 0.9941786621507199 kappa 0.9823943661971832 kappa 0.9823943661971832 kappa 0.9825359864521593 kappa 0.9822443755893844 kappa 0.994129646620761 kb_relative_information_score 613.6598120327692 kb_relative_information_score 592.8372629961164 kb_relative_information_score 620.797971649439 kb_relative_information_score 622.2182579668814 kb_relative_information_score 619.404484136422 kb_relative_information_score 604.8126266542708 kb_relative_information_score 596.6029333049166 kb_relative_information_score 617.9842359003384 kb_relative_information_score 605.8936256071144 kb_relative_information_score 600.1153031881556 mean_absolute_error 0.022749493814267295 mean_absolute_error 0.029447295002968 mean_absolute_error 0.021323883355698327 mean_absolute_error 0.02089240780262944 mean_absolute_error 0.02123896120714177 mean_absolute_error 0.02698664126277957 mean_absolute_error 0.02804243546857963 mean_absolute_error 0.021162730493418883 mean_absolute_error 0.024756118523183643 mean_absolute_error 0.025865860534677508 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 0.9924915226869045 [0.991119,1] precision 0.9984875589526753 [0.998211,1] precision 1 [1,1] precision 0.9984875589526753 [0.998211,1] precision 0.995478852698104 [0.994652,1] precision 0.995478852698104 [0.994652,1] precision 0.995444964890049 [0.996422,0.990099] precision 0.9954719920800434 [0.994652,1] precision 0.9984852638979752 [0.998211,1] predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9924242424242425 predictive_accuracy 0.9984848484848484 predictive_accuracy 1 predictive_accuracy 0.9984848484848484 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9954545454545455 predictive_accuracy 0.9954476479514416 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 [0.998211,1] recall 0.9924242424242424 [1,0.95098] recall 0.9984848484848485 [1,0.990196] recall 1 [1,1] recall 0.9984848484848485 [1,0.990196] recall 0.9954545454545455 [1,0.970588] recall 0.9954545454545455 [1,0.970588] recall 0.9954545454545455 [0.998208,0.980392] recall 0.9954476479514416 [1,0.970297] recall 0.9984825493171472 [1,0.990099] relative_absolute_error 0.08747611767811649 relative_absolute_error 0.11277608125925648 relative_absolute_error 0.0816653618555714 relative_absolute_error 0.0800129139132604 relative_absolute_error 0.08134013038268537 relative_absolute_error 0.10335236726018068 relative_absolute_error 0.10739580599145836 relative_absolute_error 0.08104818502185011 relative_absolute_error 0.09513322887505213 relative_absolute_error 0.09939776415237515 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 0.06557543532395109 root_mean_squared_error 0.08977274606498598 root_mean_squared_error 0.06016821779809796 root_mean_squared_error 0.05890198322655471 root_mean_squared_error 0.06242976180198029 root_mean_squared_error 0.07544638740930128 root_mean_squared_error 0.07891566920334184 root_mean_squared_error 0.06439986259663177 root_mean_squared_error 0.07286457427540337 root_mean_squared_error 0.07465684620431896 root_relative_squared_error 0.18214450153310405 root_relative_squared_error 0.2483539705392303 root_relative_squared_error 0.1664538119354136 root_relative_squared_error 0.16295080687807512 root_relative_squared_error 0.17271031468856296 root_relative_squared_error 0.20872047138200572 root_relative_squared_error 0.21831814936598676 root_relative_squared_error 0.17816054737232204 root_relative_squared_error 0.20226579850556756 root_relative_squared_error 0.20724099140892607 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 7848.570006000045 usercpu_time_millis 7602.90230999999 usercpu_time_millis 7719.848389000049 usercpu_time_millis 7895.164413999964 usercpu_time_millis 7818.369577000112 usercpu_time_millis 7749.225459000058 usercpu_time_millis 7698.443880999889 usercpu_time_millis 7961.154783999973 usercpu_time_millis 8239.319501999944 usercpu_time_millis 8141.714704999913 usercpu_time_millis_testing 31.255098999963593 usercpu_time_millis_testing 28.67593999997098 usercpu_time_millis_testing 31.131375999962074 usercpu_time_millis_testing 33.07876600001691 usercpu_time_millis_testing 32.101726000064446 usercpu_time_millis_testing 31.50796900001751 usercpu_time_millis_testing 29.332730999954038 usercpu_time_millis_testing 29.18049599998085 usercpu_time_millis_testing 34.193250999919655 usercpu_time_millis_testing 28.752477000011822 usercpu_time_millis_training 7817.314907000082 usercpu_time_millis_training 7574.226370000019 usercpu_time_millis_training 7688.717013000087 usercpu_time_millis_training 7862.0856479999475 usercpu_time_millis_training 7786.267851000048 usercpu_time_millis_training 7717.717490000041 usercpu_time_millis_training 7669.111149999935 usercpu_time_millis_training 7931.974287999992 usercpu_time_millis_training 8205.126251000023 usercpu_time_millis_training 8112.962227999901