10558123 8323 Heinrich Peters 3918 Supervised Classification 18591 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,logisticregression=sklearn.linear_model.logistic.LogisticRegression)(1) 8275904 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 0.01 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 "auto" 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. 1068 pc1 https://www.openml.org/data/download/53951/pc1.arff -1 22041206 description https://api.openml.org/data/download/22041206/description.xml -1 22041207 predictions https://api.openml.org/data/download/22041207/predictions.arff area_under_roc_curve 0.7881933957515352 [0.788193,0.788193] average_cost 0 f_measure 0.8994809977562374 [0.962998,0.048193] kappa 0.03854131229217642 kb_relative_information_score -0.12562820932509525 mean_absolute_error 0.11883036056602118 mean_prior_absolute_error 0.12988972477049396 weighted_recall 0.9287646528403968 [0.996124,0.025974] number_of_instances 1109 [1032,77] precision 0.8904367981849104 [0.932004,0.333333] predictive_accuracy 0.9287646528403968 prior_entropy 0.36380676688852276 relative_absolute_error 0.9148557422535625 root_mean_prior_squared_error 0.25418837468358885 root_mean_squared_error 0.2438783372301342 root_relative_squared_error 0.9594393824411188 total_cost 0 unweighted_recall 0.511049028490889 [0.996124,0.025974] area_under_roc_curve 0.7980769230769231 [0.798077,0.798077] area_under_roc_curve 0.7802197802197802 [0.78022,0.78022] area_under_roc_curve 0.7985436893203883 [0.798544,0.798544] area_under_roc_curve 0.6917475728155339 [0.691748,0.691748] area_under_roc_curve 0.7026699029126213 [0.70267,0.70267] area_under_roc_curve 0.7888349514563107 [0.788835,0.788835] area_under_roc_curve 0.9138349514563107 [0.913835,0.913835] area_under_roc_curve 0.7924757281553398 [0.792476,0.792476] area_under_roc_curve 0.7936893203883495 [0.793689,0.793689] area_under_roc_curve 0.8252427184466019 [0.825243,0.825243] 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 0.926433442788583 [0.971963,0.25] f_measure 0.9019112570514438 [0.962617,0] f_measure 0.8887197056211139 [0.957746,0] f_measure 0.8887197056211139 [0.957746,0] f_measure 0.9134486599275331 [0.967136,0.222222] f_measure 0.8887197056211139 [0.957746,0] kappa 0.23798627002288333 kappa -0.01601830663615609 kappa -0.016276703967446498 kappa -0.016276703967446498 kappa 0 kappa 0 kappa 0.20956256358087416 kappa -0.016276703967446498 kappa 0 kappa 0 kb_relative_information_score 0.03736050390050991 kb_relative_information_score -0.32861571652977534 kb_relative_information_score -0.1457649881539418 kb_relative_information_score -0.14020711759027432 kb_relative_information_score -0.1931791021455304 kb_relative_information_score -0.06851057379123518 kb_relative_information_score 0.019158417519062818 kb_relative_information_score -0.19666355219736267 kb_relative_information_score -0.12160948654569768 kb_relative_information_score -0.12145990424525938 mean_absolute_error 0.10255657108734637 mean_absolute_error 0.12182474229063085 mean_absolute_error 0.12487901641223846 mean_absolute_error 0.12384702991059664 mean_absolute_error 0.122723636462394 mean_absolute_error 0.11800146434775055 mean_absolute_error 0.11059220003588087 mean_absolute_error 0.12713335396621395 mean_absolute_error 0.12113710241397545 mean_absolute_error 0.11557919898924911 mean_prior_absolute_error 0.12441514421712434 mean_prior_absolute_error 0.12441514421712434 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1249079453399885 number_of_instances 111 [104,7] number_of_instances 111 [104,7] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 110 [103,7] precision 0.9488943488943489 [0.945455,1] precision 0.8773136773136774 [0.936364,0] precision 0.8604422604422604 [0.927273,0] precision 0.8604422604422604 [0.927273,0] precision 0.940950040950041 [0.936364,1] precision 0.8604422604422604 [0.927273,0] predictive_accuracy 0.9459459459459459 predictive_accuracy 0.927927927927928 predictive_accuracy 0.9189189189189189 predictive_accuracy 0.9189189189189189 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.9369369369369369 predictive_accuracy 0.9189189189189189 predictive_accuracy 0.927927927927928 predictive_accuracy 0.9363636363636364 prior_entropy 0.3400686187404258 prior_entropy 0.3400686187404258 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.3422054374333021 relative_absolute_error 0.8243093855870853 relative_absolute_error 0.9791793680520692 relative_absolute_error 0.944913804330204 relative_absolute_error 0.937105140238354 relative_absolute_error 0.9286048332420478 relative_absolute_error 0.8928738854355719 relative_absolute_error 0.8368106946020903 relative_absolute_error 0.9619715513846776 relative_absolute_error 0.9166001108598522 relative_absolute_error 0.9253150283967336 root_mean_prior_squared_error 0.24318130946048286 root_mean_prior_squared_error 0.24318130946048286 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.24419244540685378 root_mean_squared_error 0.21816632757535953 root_mean_squared_error 0.24182512023641983 root_mean_squared_error 0.25450290510860074 root_mean_squared_error 0.2513494418176144 root_mean_squared_error 0.2550167769151738 root_mean_squared_error 0.24600031631217087 root_mean_squared_error 0.22536775139097215 root_mean_squared_error 0.26422592677151563 root_mean_squared_error 0.2454334694293024 root_mean_squared_error 0.23302864365463022 root_relative_squared_error 0.8971344387419368 root_relative_squared_error 0.9944231354495465 root_relative_squared_error 0.9841036059573395 root_relative_squared_error 0.9719098960482542 root_relative_squared_error 0.986090628846656 root_relative_squared_error 0.9512260704692136 root_relative_squared_error 0.8714447354371587 root_relative_squared_error 1.0217002717996915 root_relative_squared_error 0.9490342052674451 root_relative_squared_error 0.9542827717965504 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 0.5714285714285714 [1,0.142857] unweighted_recall 0.4951923076923077 [0.990385,0] unweighted_recall 0.49514563106796117 [0.990291,0] unweighted_recall 0.49514563106796117 [0.990291,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5625 [1,0.125] unweighted_recall 0.49514563106796117 [0.990291,0] unweighted_recall 0.5 [1,0] unweighted_recall 0.5 [1,0] usercpu_time_millis 16.64399999935995 usercpu_time_millis 24.797999998554587 usercpu_time_millis 29.672000000573462 usercpu_time_millis 23.482000000512926 usercpu_time_millis 24.106000000756467 usercpu_time_millis 23.80799999809824 usercpu_time_millis 24.821999999403488 usercpu_time_millis 29.702000003453577 usercpu_time_millis 23.951999999553664 usercpu_time_millis 27.40800000174204 usercpu_time_millis_testing 1.1579999991226941 usercpu_time_millis_testing 1.247999996849103 usercpu_time_millis_testing 1.1560000020836014 usercpu_time_millis_testing 1.0719999991124496 usercpu_time_millis_testing 1.0799999981827568 usercpu_time_millis_testing 1.0379999985161703 usercpu_time_millis_testing 1.1159999994561076 usercpu_time_millis_testing 1.1440000016591512 usercpu_time_millis_testing 1.150000000052387 usercpu_time_millis_testing 1.1440000016591512 usercpu_time_millis_training 15.486000000237254 usercpu_time_millis_training 23.550000001705484 usercpu_time_millis_training 28.51599999848986 usercpu_time_millis_training 22.410000001400476 usercpu_time_millis_training 23.02600000257371 usercpu_time_millis_training 22.76999999958207 usercpu_time_millis_training 23.70599999994738 usercpu_time_millis_training 28.558000001794426 usercpu_time_millis_training 22.801999999501277 usercpu_time_millis_training 26.264000000082888 wall_clock_time_millis 5.951881408691406 wall_clock_time_millis 6.321907043457031 wall_clock_time_millis 10.399818420410156 wall_clock_time_millis 5.937099456787109 wall_clock_time_millis 6.145954132080078 wall_clock_time_millis 6.246805191040039 wall_clock_time_millis 6.3629150390625 wall_clock_time_millis 8.198738098144531 wall_clock_time_millis 6.246805191040039 wall_clock_time_millis 7.47370719909668 wall_clock_time_millis_testing 0.2930164337158203 wall_clock_time_millis_testing 0.3190040588378906 wall_clock_time_millis_testing 0.2906322479248047 wall_clock_time_millis_testing 0.27489662170410156 wall_clock_time_millis_testing 0.27489662170410156 wall_clock_time_millis_testing 0.4260540008544922 wall_clock_time_millis_testing 0.2849102020263672 wall_clock_time_millis_testing 0.28586387634277344 wall_clock_time_millis_testing 0.28896331787109375 wall_clock_time_millis_testing 0.2868175506591797 wall_clock_time_millis_training 5.658864974975586 wall_clock_time_millis_training 6.002902984619141 wall_clock_time_millis_training 10.109186172485352 wall_clock_time_millis_training 5.662202835083008 wall_clock_time_millis_training 5.871057510375977 wall_clock_time_millis_training 5.820751190185547 wall_clock_time_millis_training 6.078004837036133 wall_clock_time_millis_training 7.912874221801758 wall_clock_time_millis_training 5.957841873168945 wall_clock_time_millis_training 7.1868896484375 weighted_recall 0.9459459459459459 [1,0.142857] weighted_recall 0.9279279279279279 [0.990385,0] weighted_recall 0.918918918918919 [0.990291,0] weighted_recall 0.918918918918919 [0.990291,0] weighted_recall 0.9279279279279279 [1,0] weighted_recall 0.9279279279279279 [1,0] weighted_recall 0.9369369369369369 [1,0.125] weighted_recall 0.918918918918919 [0.990291,0] weighted_recall 0.9279279279279279 [1,0] weighted_recall 0.9363636363636364 [1,0]