10550390 8323 Heinrich Peters 3903 Supervised Classification 18601 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,logisticregression=sklearn.linear_model.logistic.LogisticRegression)(2) 8275621 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "median" 12737 verbose 0 12737 C 100000.0 13106 class_weight null 13106 dual false 13106 fit_intercept true 13106 intercept_scaling 1 13106 l1_ratio null 13106 max_iter 724 13106 multi_class "warn" 13106 n_jobs null 13106 penalty "l2" 13106 random_state 1 13106 solver "liblinear" 13106 tol 0.0001 13106 verbose 0 13106 warm_start false 13106 copy true 13294 with_mean true 13294 with_std true 13294 memory null 18601 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"}}] 18601 verbose false 18601 openml-python Sklearn_0.21.2. 1050 pc3 https://www.openml.org/data/download/53933/pc3.arff -1 22025734 description https://api.openml.org/data/download/22025734/description.xml -1 22025736 predictions https://api.openml.org/data/download/22025736/predictions.arff area_under_roc_curve 0.8193692088382039 [0.819369,0.819369] average_cost 0 f_measure 0.8754797566276715 [0.944979,0.266055] kappa 0.22377348886005766 kb_relative_information_score -0.06302012504368468 mean_absolute_error 0.1487241860341844 mean_prior_absolute_error 0.1841804999396983 weighted_recall 0.8976327575175944 [0.97933,0.18125] number_of_instances 1563 [1403,160] precision 0.8706835606625813 [0.912957,0.5] predictive_accuracy 0.8976327575175944 prior_entropy 0.47645699262891783 relative_absolute_error 0.8074914884196619 root_mean_prior_squared_error 0.30313107457396465 root_mean_squared_error 0.2821579014849251 root_relative_squared_error 0.9308115371592427 total_cost 0 unweighted_recall 0.5802900035637919 [0.97933,0.18125] area_under_roc_curve 0.714095744680851 [0.714096,0.714096] area_under_roc_curve 0.9051418439716311 [0.905142,0.905142] area_under_roc_curve 0.8940602836879433 [0.89406,0.89406] area_under_roc_curve 0.8254464285714286 [0.825446,0.825446] area_under_roc_curve 0.7955357142857142 [0.795536,0.795536] area_under_roc_curve 0.7792410714285715 [0.779241,0.779241] area_under_roc_curve 0.8254464285714286 [0.825446,0.825446] area_under_roc_curve 0.8464285714285714 [0.846429,0.846429] area_under_roc_curve 0.8334821428571428 [0.833482,0.833482] area_under_roc_curve 0.8265625 [0.826562,0.826562] 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 0.8592397517556754 [0.930556,0.230769] f_measure 0.8695957363837252 [0.945578,0.2] f_measure 0.9066078945628459 [0.955017,0.48] f_measure 0.9069206655413552 [0.958621,0.454545] f_measure 0.8774928774928773 [0.952381,0.222222] f_measure 0.864544390317586 [0.941581,0.190476] f_measure 0.8730845228060965 [0.948805,0.210526] f_measure 0.875894220721807 [0.944828,0.272727] f_measure 0.856272156708444 [0.934256,0.173913] f_measure 0.8603809983120326 [0.937931,0.181818] kappa 0.16533758639021803 kappa 0.16600265604249687 kappa 0.4388232059389608 kappa 0.42222222222222267 kappa 0.20408163265306098 kappa 0.14890885750962818 kappa 0.18410041841004185 kappa 0.22962962962962993 kappa 0.11890606420927473 kappa 0.13333333333333316 kb_relative_information_score -0.3605937294219671 kb_relative_information_score -0.12282469302672046 kb_relative_information_score 0.03277086045093916 kb_relative_information_score 0.038348083772681674 kb_relative_information_score 0.05915895934784831 kb_relative_information_score 0.025958999707934662 kb_relative_information_score 0.0005711870800039987 kb_relative_information_score -0.024012478870417655 kb_relative_information_score -0.11625901170867112 kb_relative_information_score -0.16276893156271854 mean_absolute_error 0.17658940650704388 mean_absolute_error 0.15684294467643495 mean_absolute_error 0.1380725531367498 mean_absolute_error 0.1324609501589429 mean_absolute_error 0.13887737763364771 mean_absolute_error 0.14102712743779752 mean_absolute_error 0.14226786113152265 mean_absolute_error 0.14802041843079453 mean_absolute_error 0.15313263437973013 mean_absolute_error 0.15978820001445085 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 0.8492395684388405 [0.911565,0.3] precision 0.8668664918196578 [0.908497,0.5] precision 0.905348023182418 [0.932432,0.666667] precision 0.917094017094017 [0.926667,0.833333] precision 0.9184149184149183 [0.909091,1] precision 0.8552555612158261 [0.907285,0.4] precision 0.8836936483995308 [0.908497,0.666667] precision 0.870940170940171 [0.913333,0.5] precision 0.8424170907392385 [0.90604,0.285714] precision 0.8478632478632477 [0.906667,0.333333] predictive_accuracy 0.8726114649681529 predictive_accuracy 0.8980891719745223 predictive_accuracy 0.9171974522292993 predictive_accuracy 0.923076923076923 predictive_accuracy 0.9102564102564102 predictive_accuracy 0.891025641025641 predictive_accuracy 0.9038461538461539 predictive_accuracy 0.8974358974358974 predictive_accuracy 0.8782051282051282 predictive_accuracy 0.8846153846153847 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 0.9606753044572846 relative_absolute_error 0.8532513167657143 relative_absolute_error 0.751137311379722 relative_absolute_error 0.7185809344014832 relative_absolute_error 0.7533890982019106 relative_absolute_error 0.7650511708440121 relative_absolute_error 0.771781966417429 relative_absolute_error 0.8029887333502401 relative_absolute_error 0.8307217437887155 relative_absolute_error 0.8668271965053788 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 0.317764440543353 root_mean_squared_error 0.26925220561661756 root_mean_squared_error 0.2550202939700087 root_mean_squared_error 0.25949474730758626 root_mean_squared_error 0.28026446205047045 root_mean_squared_error 0.2844853900004199 root_mean_squared_error 0.2792964586559693 root_mean_squared_error 0.2742296315018823 root_mean_squared_error 0.297472409452749 root_mean_squared_error 0.29851422206277306 root_relative_squared_error 1.0503479525025274 root_relative_squared_error 0.8899941805716926 root_relative_squared_error 0.8429516001223137 root_relative_squared_error 0.8553205998447398 root_relative_squared_error 0.9237796536668611 root_relative_squared_error 0.9376922536848217 root_relative_squared_error 0.9205890178153576 root_relative_squared_error 0.9038882495504555 root_relative_squared_error 0.9804987666621142 root_relative_squared_error 0.9839326850584483 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 0.568927304964539 [0.950355,0.1875] unweighted_recall 0.5554078014184397 [0.985816,0.125] unweighted_recall 0.6768617021276595 [0.978723,0.375] unweighted_recall 0.6526785714285714 [0.992857,0.3125] unweighted_recall 0.5625 [1,0.125] unweighted_recall 0.5517857142857143 [0.978571,0.125] unweighted_recall 0.5589285714285714 [0.992857,0.125] unweighted_recall 0.5830357142857143 [0.978571,0.1875] unweighted_recall 0.5446428571428572 [0.964286,0.125] unweighted_recall 0.5482142857142858 [0.971429,0.125] usercpu_time_millis 133.2226450322196 usercpu_time_millis 158.83317694533616 usercpu_time_millis 178.70192602276802 usercpu_time_millis 162.7111749839969 usercpu_time_millis 112.43933800142258 usercpu_time_millis 154.75717501249164 usercpu_time_millis 207.79254799708724 usercpu_time_millis 163.50259201135486 usercpu_time_millis 173.9831399754621 usercpu_time_millis 161.1307860002853 usercpu_time_millis_testing 0.6491560488939285 usercpu_time_millis_testing 0.6603109650313854 usercpu_time_millis_testing 0.6701740203425288 usercpu_time_millis_testing 0.6756350048817694 usercpu_time_millis_testing 0.6217960035428405 usercpu_time_millis_testing 0.6809260230511427 usercpu_time_millis_testing 0.6370089831762016 usercpu_time_millis_testing 0.6871049990877509 usercpu_time_millis_testing 0.6663389503955841 usercpu_time_millis_testing 0.6366349989548326 usercpu_time_millis_training 132.57348898332566 usercpu_time_millis_training 158.17286598030478 usercpu_time_millis_training 178.0317520024255 usercpu_time_millis_training 162.03553997911513 usercpu_time_millis_training 111.81754199787974 usercpu_time_millis_training 154.0762489894405 usercpu_time_millis_training 207.15553901391104 usercpu_time_millis_training 162.8154870122671 usercpu_time_millis_training 173.31680102506652 usercpu_time_millis_training 160.49415100133047 wall_clock_time_millis 133.22949409484863 wall_clock_time_millis 158.88595581054688 wall_clock_time_millis 178.70855331420898 wall_clock_time_millis 162.75644302368164 wall_clock_time_millis 112.44344711303711 wall_clock_time_millis 154.77585792541504 wall_clock_time_millis 207.79752731323242 wall_clock_time_millis 163.50769996643066 wall_clock_time_millis 173.98691177368164 wall_clock_time_millis 161.13972663879395 wall_clock_time_millis_testing 0.6537437438964844 wall_clock_time_millis_testing 0.6639957427978516 wall_clock_time_millis_testing 0.6732940673828125 wall_clock_time_millis_testing 0.6785392761230469 wall_clock_time_millis_testing 0.6251335144042969 wall_clock_time_millis_testing 0.6973743438720703 wall_clock_time_millis_testing 0.6401538848876953 wall_clock_time_millis_testing 0.6902217864990234 wall_clock_time_millis_testing 0.6697177886962891 wall_clock_time_millis_testing 0.6403923034667969 wall_clock_time_millis_training 132.57575035095215 wall_clock_time_millis_training 158.22196006774902 wall_clock_time_millis_training 178.03525924682617 wall_clock_time_millis_training 162.0779037475586 wall_clock_time_millis_training 111.81831359863281 wall_clock_time_millis_training 154.07848358154297 wall_clock_time_millis_training 207.15737342834473 wall_clock_time_millis_training 162.81747817993164 wall_clock_time_millis_training 173.31719398498535 wall_clock_time_millis_training 160.49933433532715 weighted_recall 0.8726114649681529 [0.950355,0.1875] weighted_recall 0.8980891719745223 [0.985816,0.125] weighted_recall 0.9171974522292994 [0.978723,0.375] weighted_recall 0.9230769230769231 [0.992857,0.3125] weighted_recall 0.9102564102564102 [1,0.125] weighted_recall 0.8910256410256411 [0.978571,0.125] weighted_recall 0.9038461538461539 [0.992857,0.125] weighted_recall 0.8974358974358975 [0.978571,0.1875] weighted_recall 0.8782051282051282 [0.964286,0.125] weighted_recall 0.8846153846153846 [0.971429,0.125]