10325169 8323 Heinrich Peters 10093 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8180854 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 3539.053405327911 13389 cache_size 200 13389 class_weight null 13389 coef0 0.0 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.2574787996118815 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 24267 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. 1462 banknote-authentication https://www.openml.org/data/download/1586223/php50jXam -1 21572024 description https://api.openml.org/data/download/21572024/description.xml -1 21572025 predictions https://api.openml.org/data/download/21572025/predictions.arff area_under_roc_curve 1 [1,1] average_cost 0 f_measure 1 [1,1] kappa 1 kb_relative_information_score 1 mean_absolute_error 0 mean_prior_absolute_error 0.49387203415364794 number_of_instances 1372 [762,610] precision 1 [1,1] predictive_accuracy 1 prior_entropy 0.9911281447384036 recall 1 [1,1] relative_absolute_error 0 root_mean_prior_squared_error 0.4969220835611905 root_mean_squared_error 0 root_relative_squared_error 0 total_cost 0 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 1 [1,1] 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 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] 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 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 1 [1,1] kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kappa 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 1 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_prior_absolute_error 0.49358690378246245 mean_prior_absolute_error 0.49358690378246245 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 mean_prior_absolute_error 0.49394383705734374 number_of_instances 138 [77,61] number_of_instances 138 [77,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] number_of_instances 137 [76,61] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] precision 1 [1,1] predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 prior_entropy 0.9903020513891087 prior_entropy 0.9903020513891087 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 prior_entropy 0.9913361755453535 recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] recall 1 [1,1] relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0 root_mean_prior_squared_error 0.49663510423610374 root_mean_prior_squared_error 0.49663510423610374 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_prior_squared_error 0.4969943259580404 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 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 total_cost 0 usercpu_time_millis 11.15685400145594 usercpu_time_millis 12.597991997608915 usercpu_time_millis 11.597002001508372 usercpu_time_millis 11.450871999841183 usercpu_time_millis 13.035333999141585 usercpu_time_millis 12.23107300029369 usercpu_time_millis 12.148156001785537 usercpu_time_millis 13.36716999867349 usercpu_time_millis 11.668363000353565 usercpu_time_millis 12.046394000208238 usercpu_time_millis_testing 0.9909020009217784 usercpu_time_millis_testing 1.001027998427162 usercpu_time_millis_testing 1.002050001261523 usercpu_time_millis_testing 1.126619001297513 usercpu_time_millis_testing 1.1419080001360271 usercpu_time_millis_testing 1.1255369972786866 usercpu_time_millis_testing 1.0839280002983287 usercpu_time_millis_testing 1.085859999875538 usercpu_time_millis_testing 1.1201680026715621 usercpu_time_millis_testing 1.1172699996677693 usercpu_time_millis_training 10.165952000534162 usercpu_time_millis_training 11.596963999181753 usercpu_time_millis_training 10.594952000246849 usercpu_time_millis_training 10.32425299854367 usercpu_time_millis_training 11.893425999005558 usercpu_time_millis_training 11.105536003015004 usercpu_time_millis_training 11.064228001487209 usercpu_time_millis_training 12.281309998797951 usercpu_time_millis_training 10.548194997682003 usercpu_time_millis_training 10.929124000540469 wall_clock_time_millis 11.183738708496094 wall_clock_time_millis 12.628316879272461 wall_clock_time_millis 11.641979217529297 wall_clock_time_millis 11.501550674438477 wall_clock_time_millis 13.083457946777344 wall_clock_time_millis 12.259244918823242 wall_clock_time_millis 12.177228927612305 wall_clock_time_millis 13.407468795776367 wall_clock_time_millis 11.681079864501953 wall_clock_time_millis 12.059926986694336 wall_clock_time_millis_testing 0.9968280792236328 wall_clock_time_millis_testing 1.0082721710205078 wall_clock_time_millis_testing 1.0085105895996094 wall_clock_time_millis_testing 1.1339187622070312 wall_clock_time_millis_testing 1.1661052703857422 wall_clock_time_millis_testing 1.1334419250488281 wall_clock_time_millis_testing 1.09100341796875 wall_clock_time_millis_testing 1.0914802551269531 wall_clock_time_millis_testing 1.1262893676757812 wall_clock_time_millis_testing 1.1239051818847656 wall_clock_time_millis_training 10.186910629272461 wall_clock_time_millis_training 11.620044708251953 wall_clock_time_millis_training 10.633468627929688 wall_clock_time_millis_training 10.367631912231445 wall_clock_time_millis_training 11.917352676391602 wall_clock_time_millis_training 11.125802993774414 wall_clock_time_millis_training 11.086225509643555 wall_clock_time_millis_training 12.315988540649414 wall_clock_time_millis_training 10.554790496826172 wall_clock_time_millis_training 10.93602180480957