10370027 8323 Heinrich Peters 3918 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8225374 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "most_frequent" 12737 verbose 0 12737 copy true 13294 with_mean true 13294 with_std true 13294 C 13150.458449119973 13389 cache_size 200 13389 class_weight null 13389 coef0 0.14901796408205747 13389 decision_function_shape "ovr" 13389 degree 4 13389 gamma 5.107606853951426e-05 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 36986 13389 shrinking true 13389 tol 0.001 13389 verbose false 13389 memory null 16345 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": "svc", "step_name": "svc"}}] 16345 verbose false 16345 openml-python Sklearn_0.21.2. 1068 pc1 https://www.openml.org/data/download/53951/pc1.arff -1 21661759 description https://api.openml.org/data/download/21661759/description.xml -1 21661760 predictions https://api.openml.org/data/download/21661760/predictions.arff area_under_roc_curve 0.51153352461492 [0.511534,0.511534] average_cost 0 f_measure 0.8999735836812882 [0.963483,0.04878] kappa 0.04065743944636761 kb_relative_information_score 0.23882184280597027 mean_absolute_error 0.0703336339044184 mean_prior_absolute_error 0.12988972477049396 number_of_instances 1109 [1032,77] precision 0.895122907437174 [0.932065,0.4] predictive_accuracy 0.9296663660955816 prior_entropy 0.36380676688852276 recall 0.9296663660955816 [0.997093,0.025974] relative_absolute_error 0.5414872810662505 root_mean_prior_squared_error 0.25418837468358885 root_mean_squared_error 0.2652048904232695 root_relative_squared_error 1.043339966878477 total_cost 0 area_under_roc_curve 0.5714285714285714 [0.571429,0.571429] area_under_roc_curve 0.4951923076923077 [0.495192,0.495192] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.49514563106796117 [0.495146,0.495146] area_under_roc_curve 0.5576456310679612 [0.557646,0.557646] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] 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 0.9073261941186469 [0.962264,0.2] kappa 0.23798627002288333 kappa -0.01601830663615609 kappa 0 kappa 0 kappa 0 kappa 0 kappa -0.016276703967446498 kappa 0.17625231910946135 kappa 0 kappa 0 kb_relative_information_score 0.3741709080482253 kb_relative_information_score 0.16556121073096747 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.1456185036596407 kb_relative_information_score 0.2405497810307917 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.2678290688329606 mean_absolute_error 0.05405405405405406 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.08108108108108109 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.06363636363636363 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 0.9043722621704273 [0.93578,0.5] predictive_accuracy 0.9459459459459459 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.9189189189189189 predictive_accuracy 0.927927927927928 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 recall 0.9459459459459459 [1,0.142857] recall 0.9279279279279279 [0.990385,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.918918918918919 [0.990291,0] recall 0.9279279279279279 [0.990291,0.125] recall 0.9279279279279279 [1,0] recall 0.9363636363636364 [1,0] relative_absolute_error 0.4344652284429384 relative_absolute_error 0.5792869712572513 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.6135108602282492 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5094660989190961 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 0.23249527748763857 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2847473987257497 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2522624895547565 root_relative_squared_error 0.9560573466910262 root_relative_squared_error 1.1039599329455667 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.1010520361384777 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.033047886204903 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 214.04597199943964 usercpu_time_millis 143.57812700109207 usercpu_time_millis 223.5517669996625 usercpu_time_millis 225.2794490004817 usercpu_time_millis 199.37358399874938 usercpu_time_millis 219.14017500057525 usercpu_time_millis 221.34761400047864 usercpu_time_millis 118.50301699996635 usercpu_time_millis 198.66427399938402 usercpu_time_millis 177.3175070002253 usercpu_time_millis_testing 2.3361599996860605 usercpu_time_millis_testing 2.269201000672183 usercpu_time_millis_testing 2.2043959997972706 usercpu_time_millis_testing 2.269177000016498 usercpu_time_millis_testing 2.2296989991446026 usercpu_time_millis_testing 2.293358000315493 usercpu_time_millis_testing 2.2207620004337514 usercpu_time_millis_testing 2.2048549999453826 usercpu_time_millis_testing 2.248332999442937 usercpu_time_millis_testing 2.269448000333796 usercpu_time_millis_training 211.70981199975358 usercpu_time_millis_training 141.3089260004199 usercpu_time_millis_training 221.34737099986523 usercpu_time_millis_training 223.0102720004652 usercpu_time_millis_training 197.14388499960478 usercpu_time_millis_training 216.84681700025976 usercpu_time_millis_training 219.1268520000449 usercpu_time_millis_training 116.29816200002097 usercpu_time_millis_training 196.41594099994109 usercpu_time_millis_training 175.0480589998915 wall_clock_time_millis 214.0636444091797 wall_clock_time_millis 143.58782768249512 wall_clock_time_millis 223.56247901916504 wall_clock_time_millis 225.29125213623047 wall_clock_time_millis 199.39517974853516 wall_clock_time_millis 219.36416625976562 wall_clock_time_millis 221.3592529296875 wall_clock_time_millis 118.51239204406738 wall_clock_time_millis 198.67467880249023 wall_clock_time_millis 177.32691764831543 wall_clock_time_millis_testing 2.338886260986328 wall_clock_time_millis_testing 2.2716522216796875 wall_clock_time_millis_testing 2.2077560424804688 wall_clock_time_millis_testing 2.2733211517333984 wall_clock_time_millis_testing 2.2325515747070312 wall_clock_time_millis_testing 2.2966861724853516 wall_clock_time_millis_testing 2.2242069244384766 wall_clock_time_millis_testing 2.2077560424804688 wall_clock_time_millis_testing 2.2513866424560547 wall_clock_time_millis_testing 2.2721290588378906 wall_clock_time_millis_training 211.72475814819336 wall_clock_time_millis_training 141.31617546081543 wall_clock_time_millis_training 221.35472297668457 wall_clock_time_millis_training 223.01793098449707 wall_clock_time_millis_training 197.16262817382812 wall_clock_time_millis_training 217.06748008728027 wall_clock_time_millis_training 219.13504600524902 wall_clock_time_millis_training 116.30463600158691 wall_clock_time_millis_training 196.42329216003418 wall_clock_time_millis_training 175.05478858947754