10558042 8323 Heinrich Peters 3903 Supervised Classification 18591 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,logisticregression=sklearn.linear_model.logistic.LogisticRegression)(1) 8275574 copy true 17405 with_mean true 17405 with_std true 17405 add_indicator false 17407 copy true 17407 fill_value null 17407 missing_values NaN 17407 strategy "median" 17407 verbose 0 17407 C 0.001 17462 class_weight null 17462 dual false 17462 fit_intercept true 17462 intercept_scaling 1 17462 l1_ratio null 17462 max_iter 10000 17462 multi_class "warn" 17462 n_jobs null 17462 penalty "l2" 17462 random_state 1 17462 solver "lbfgs" 17462 tol 0.0001 17462 verbose 0 17462 warm_start false 17462 memory null 18591 steps [{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "logisticregression", "step_name": "logisticregression"}}] 18591 verbose false 18591 openml-python Sklearn_0.21.2. 1050 pc3 https://www.openml.org/data/download/53933/pc3.arff -1 22041044 description https://api.openml.org/data/download/22041044/description.xml -1 22041045 predictions https://api.openml.org/data/download/22041045/predictions.arff area_under_roc_curve 0.7975231646471845 [0.797523,0.797523] average_cost 0 f_measure 0.8488911474129291 [0.9457,0] kappa -0.001273261898035361 kb_relative_information_score -0.0885329829710088 mean_absolute_error 0.17619118516359097 mean_prior_absolute_error 0.1841804999396983 weighted_recall 0.8969929622520794 [0.999287,0] number_of_instances 1563 [1403,160] precision 0.8056857401022198 [0.897567,0] predictive_accuracy 0.8969929622520794 prior_entropy 0.47645699262891783 relative_absolute_error 0.9566223635036117 root_mean_prior_squared_error 0.30313107457396465 root_mean_squared_error 0.2934283806398191 root_relative_squared_error 0.9679917542344275 total_cost 0 unweighted_recall 0.49964362081254454 [0.999287,0] area_under_roc_curve 0.8036347517730497 [0.803635,0.803635] area_under_roc_curve 0.8940602836879433 [0.89406,0.89406] area_under_roc_curve 0.836436170212766 [0.836436,0.836436] area_under_roc_curve 0.8129464285714286 [0.812946,0.812946] area_under_roc_curve 0.7558035714285715 [0.755804,0.755804] area_under_roc_curve 0.7823660714285714 [0.782366,0.782366] area_under_roc_curve 0.7616071428571428 [0.761607,0.761607] area_under_roc_curve 0.7566964285714286 [0.756696,0.756696] area_under_roc_curve 0.7964285714285714 [0.796429,0.796429] area_under_roc_curve 0.8011160714285714 [0.801116,0.801116] 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 0.8457192524989134 [0.942373,0] kappa 0 kappa 0 kappa 0 kappa -0.012213740458014988 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -0.10439293802773976 kb_relative_information_score -0.1299483859567454 kb_relative_information_score -0.13871945333022512 kb_relative_information_score -0.03560312043307864 kb_relative_information_score -0.00773952026301968 kb_relative_information_score -0.011461366437341268 kb_relative_information_score -0.1572106303186233 kb_relative_information_score -0.11416001647574786 kb_relative_information_score -0.06125166539017795 kb_relative_information_score -0.12461658542273416 mean_absolute_error 0.1759961474801813 mean_absolute_error 0.17988090430029458 mean_absolute_error 0.1782344013886901 mean_absolute_error 0.17327849799786102 mean_absolute_error 0.17156368267582248 mean_absolute_error 0.1720422620946784 mean_absolute_error 0.18064924212024483 mean_absolute_error 0.17770312250926698 mean_absolute_error 0.17334905355575747 mean_absolute_error 0.17917903816902078 mean_prior_absolute_error 0.18381799312183292 mean_prior_absolute_error 0.18381799312183292 mean_prior_absolute_error 0.18381799312183292 mean_prior_absolute_error 0.18433685590235094 mean_prior_absolute_error 0.18433685590235094 mean_prior_absolute_error 0.18433685590235094 mean_prior_absolute_error 0.18433685590235094 mean_prior_absolute_error 0.18433685590235094 mean_prior_absolute_error 0.18433685590235094 mean_prior_absolute_error 0.18433685590235094 number_of_instances 157 [141,16] number_of_instances 157 [141,16] number_of_instances 157 [141,16] number_of_instances 156 [140,16] number_of_instances 156 [140,16] number_of_instances 156 [140,16] number_of_instances 156 [140,16] number_of_instances 156 [140,16] number_of_instances 156 [140,16] number_of_instances 156 [140,16] precision 0.80479735318445 [0.896774,0] predictive_accuracy 0.8980891719745223 predictive_accuracy 0.8980891719745223 predictive_accuracy 0.8980891719745223 predictive_accuracy 0.891025641025641 predictive_accuracy 0.8974358974358974 predictive_accuracy 0.8974358974358974 predictive_accuracy 0.8974358974358974 predictive_accuracy 0.8974358974358974 predictive_accuracy 0.8974358974358974 predictive_accuracy 0.8974358974358974 prior_entropy 0.47503096657936333 prior_entropy 0.47503096657936333 prior_entropy 0.47503096657936333 prior_entropy 0.4770720643041321 prior_entropy 0.4770720643041321 prior_entropy 0.4770720643041321 prior_entropy 0.4770720643041321 prior_entropy 0.4770720643041321 prior_entropy 0.4770720643041321 prior_entropy 0.4770720643041321 relative_absolute_error 0.9574478781494075 relative_absolute_error 0.9785815917436936 relative_absolute_error 0.9696243461354621 relative_absolute_error 0.9400100546884238 relative_absolute_error 0.9307074368606201 relative_absolute_error 0.9333036589590887 relative_absolute_error 0.9799952442279934 relative_absolute_error 0.9640129839439266 relative_absolute_error 0.9403928080860071 relative_absolute_error 0.9720196066701798 root_mean_prior_squared_error 0.30253254627312504 root_mean_prior_squared_error 0.30253254627312504 root_mean_prior_squared_error 0.30253254627312504 root_mean_prior_squared_error 0.30338886653108843 root_mean_prior_squared_error 0.30338886653108843 root_mean_prior_squared_error 0.30338886653108843 root_mean_prior_squared_error 0.30338886653108843 root_mean_prior_squared_error 0.30338886653108843 root_mean_prior_squared_error 0.30338886653108843 root_mean_prior_squared_error 0.30338886653108843 root_mean_squared_error 0.28782909523700917 root_mean_squared_error 0.28650982922148 root_mean_squared_error 0.29557104328160416 root_mean_squared_error 0.292854827759978 root_mean_squared_error 0.29335666881759526 root_mean_squared_error 0.2903745343601443 root_mean_squared_error 0.29773860012697334 root_mean_squared_error 0.2970887582878129 root_mean_squared_error 0.29447117886536545 root_mean_squared_error 0.2982988298560062 root_relative_squared_error 0.9513987793470602 root_relative_squared_error 0.9470380385547682 root_relative_squared_error 0.9769892427202326 root_relative_squared_error 0.965278756298623 root_relative_squared_error 0.9669328745375527 root_relative_squared_error 0.9571034615747491 root_relative_squared_error 0.9813761577057208 root_relative_squared_error 0.9792342141117101 root_relative_squared_error 0.9706064109481447 root_relative_squared_error 0.983222730836233 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 unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.49642857142857144 [0.992857,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] usercpu_time_millis 29.886000000260537 usercpu_time_millis 31.096000002435176 usercpu_time_millis 31.76000000166823 usercpu_time_millis 32.38799999962794 usercpu_time_millis 34.992000000784174 usercpu_time_millis 36.55799999614828 usercpu_time_millis 39.953999999852385 usercpu_time_millis 33.159999999043066 usercpu_time_millis 32.49599999981001 usercpu_time_millis 28.9760000014212 usercpu_time_millis_testing 1.5240000029734802 usercpu_time_millis_testing 1.2940000015078112 usercpu_time_millis_testing 1.2800000004062895 usercpu_time_millis_testing 1.2520000018412247 usercpu_time_millis_testing 1.3199999993958045 usercpu_time_millis_testing 1.6379999979108106 usercpu_time_millis_testing 1.4960000007704366 usercpu_time_millis_testing 1.6619999987597112 usercpu_time_millis_testing 1.2239999996381812 usercpu_time_millis_testing 1.2040000001434237 usercpu_time_millis_training 28.361999997287057 usercpu_time_millis_training 29.802000000927364 usercpu_time_millis_training 30.480000001261942 usercpu_time_millis_training 31.135999997786712 usercpu_time_millis_training 33.67200000138837 usercpu_time_millis_training 34.91999999823747 usercpu_time_millis_training 38.45799999908195 usercpu_time_millis_training 31.498000000283355 usercpu_time_millis_training 31.27200000017183 usercpu_time_millis_training 27.772000001277775 wall_clock_time_millis 10.411977767944336 wall_clock_time_millis 7.864236831665039 wall_clock_time_millis 8.356809616088867 wall_clock_time_millis 8.362770080566406 wall_clock_time_millis 9.3231201171875 wall_clock_time_millis 10.653972625732422 wall_clock_time_millis 10.741949081420898 wall_clock_time_millis 8.687019348144531 wall_clock_time_millis 8.908987045288086 wall_clock_time_millis 8.960962295532227 wall_clock_time_millis_testing 0.4189014434814453 wall_clock_time_millis_testing 0.32210350036621094 wall_clock_time_millis_testing 0.3249645233154297 wall_clock_time_millis_testing 0.3139972686767578 wall_clock_time_millis_testing 0.3361701965332031 wall_clock_time_millis_testing 0.43010711669921875 wall_clock_time_millis_testing 0.37980079650878906 wall_clock_time_millis_testing 0.4153251647949219 wall_clock_time_millis_testing 0.3120899200439453 wall_clock_time_millis_testing 0.30303001403808594 wall_clock_time_millis_training 9.99307632446289 wall_clock_time_millis_training 7.542133331298828 wall_clock_time_millis_training 8.031845092773438 wall_clock_time_millis_training 8.048772811889648 wall_clock_time_millis_training 8.986949920654297 wall_clock_time_millis_training 10.223865509033203 wall_clock_time_millis_training 10.36214828491211 wall_clock_time_millis_training 8.27169418334961 wall_clock_time_millis_training 8.59689712524414 wall_clock_time_millis_training 8.65793228149414 weighted_recall 0.8980891719745223 [1,0] weighted_recall 0.8980891719745223 [1,0] weighted_recall 0.8980891719745223 [1,0] weighted_recall 0.8910256410256411 [0.992857,0] weighted_recall 0.8974358974358975 [1,0] weighted_recall 0.8974358974358975 [1,0] weighted_recall 0.8974358974358975 [1,0] weighted_recall 0.8974358974358975 [1,0] weighted_recall 0.8974358974358975 [1,0] weighted_recall 0.8974358974358975 [1,0]