10325428 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) 8181113 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 513.6546159384284 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.16364828944715204 13389 decision_function_shape "ovr" 13389 degree 5 13389 gamma 0.3170962383864124 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 7776 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 21572542 description https://api.openml.org/data/download/21572542/description.xml -1 21572543 predictions https://api.openml.org/data/download/21572543/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 12.241163003636757 usercpu_time_millis 12.217262999911327 usercpu_time_millis 16.15395000044373 usercpu_time_millis 12.445918000594247 usercpu_time_millis 15.248072999384021 usercpu_time_millis 13.26817100198241 usercpu_time_millis 14.379946995177306 usercpu_time_millis 13.030199999775505 usercpu_time_millis 11.262957003054908 usercpu_time_millis 11.825554003735306 usercpu_time_millis_testing 1.091769001504872 usercpu_time_millis_testing 1.109539000026416 usercpu_time_millis_testing 1.0759710021375213 usercpu_time_millis_testing 0.9977629997592885 usercpu_time_millis_testing 1.0584609990473837 usercpu_time_millis_testing 1.0717400000430644 usercpu_time_millis_testing 1.2937619976582937 usercpu_time_millis_testing 1.0412810006528161 usercpu_time_millis_testing 0.9929340012604371 usercpu_time_millis_testing 1.040673003444681 usercpu_time_millis_training 11.149394002131885 usercpu_time_millis_training 11.10772399988491 usercpu_time_millis_training 15.077978998306207 usercpu_time_millis_training 11.448155000834959 usercpu_time_millis_training 14.189612000336638 usercpu_time_millis_training 12.196431001939345 usercpu_time_millis_training 13.086184997519013 usercpu_time_millis_training 11.988918999122689 usercpu_time_millis_training 10.27002300179447 usercpu_time_millis_training 10.784881000290625 wall_clock_time_millis 20.250797271728516 wall_clock_time_millis 28.226375579833984 wall_clock_time_millis 16.20340347290039 wall_clock_time_millis 12.468814849853516 wall_clock_time_millis 15.259027481079102 wall_clock_time_millis 13.280391693115234 wall_clock_time_millis 30.3952693939209 wall_clock_time_millis 13.041257858276367 wall_clock_time_millis 11.274099349975586 wall_clock_time_millis 11.871814727783203 wall_clock_time_millis_testing 1.0962486267089844 wall_clock_time_millis_testing 1.1153221130371094 wall_clock_time_millis_testing 1.0902881622314453 wall_clock_time_millis_testing 1.0020732879638672 wall_clock_time_millis_testing 1.062631607055664 wall_clock_time_millis_testing 1.0769367218017578 wall_clock_time_millis_testing 17.30179786682129 wall_clock_time_millis_testing 1.046895980834961 wall_clock_time_millis_testing 0.9982585906982422 wall_clock_time_millis_testing 1.0478496551513672 wall_clock_time_millis_training 19.15454864501953 wall_clock_time_millis_training 27.111053466796875 wall_clock_time_millis_training 15.113115310668945 wall_clock_time_millis_training 11.466741561889648 wall_clock_time_millis_training 14.196395874023438 wall_clock_time_millis_training 12.203454971313477 wall_clock_time_millis_training 13.09347152709961 wall_clock_time_millis_training 11.994361877441406 wall_clock_time_millis_training 10.275840759277344 wall_clock_time_millis_training 10.823965072631836