10325436 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) 8181121 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 0.18102401530187834 13389 cache_size 200 13389 class_weight null 13389 coef0 0.9102558707709079 13389 decision_function_shape "ovr" 13389 degree 2 13389 gamma 2.518262200985078e-05 13389 kernel "poly" 13389 max_iter -1 13389 probability false 13389 random_state 2306 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 21572558 description https://api.openml.org/data/download/21572558/description.xml -1 21572559 predictions https://api.openml.org/data/download/21572559/predictions.arff area_under_roc_curve 0.5 [0.5,0.5] average_cost 0 kappa 0 kb_relative_information_score 0.09485856150195035 mean_absolute_error 0.4446064139941691 mean_prior_absolute_error 0.49387203415364794 number_of_instances 1372 [762,610] predictive_accuracy 0.5553935860058309 prior_entropy 0.9911281447384036 recall 0.5553935860058309 [1,0] relative_absolute_error 0.9002461837226607 root_mean_prior_squared_error 0.4969220835611905 root_mean_squared_error 0.6667881327634506 root_relative_squared_error 1.3418363860686484 total_cost 0 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 0.5 [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 0.5 [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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.0993550815748885 kb_relative_information_score 0.0993550815748885 kb_relative_information_score 0.09372740736423778 kb_relative_information_score 0.09372740736423778 kb_relative_information_score 0.09372740736423778 kb_relative_information_score 0.09372740736423778 kb_relative_information_score 0.09372740736423778 kb_relative_information_score 0.09372740736423778 kb_relative_information_score 0.09372740736423778 kb_relative_information_score 0.09372740736423778 mean_absolute_error 0.4420289855072464 mean_absolute_error 0.4420289855072464 mean_absolute_error 0.44525547445255476 mean_absolute_error 0.44525547445255476 mean_absolute_error 0.44525547445255476 mean_absolute_error 0.44525547445255476 mean_absolute_error 0.44525547445255476 mean_absolute_error 0.44525547445255476 mean_absolute_error 0.44525547445255476 mean_absolute_error 0.44525547445255476 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] predictive_accuracy 0.5579710144927535 predictive_accuracy 0.5579710144927535 predictive_accuracy 0.5547445255474452 predictive_accuracy 0.5547445255474452 predictive_accuracy 0.5547445255474452 predictive_accuracy 0.5547445255474452 predictive_accuracy 0.5547445255474452 predictive_accuracy 0.5547445255474452 predictive_accuracy 0.5547445255474452 predictive_accuracy 0.5547445255474452 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 0.5579710144927537 [1,0] recall 0.5579710144927537 [1,0] recall 0.5547445255474452 [1,0] recall 0.5547445255474452 [1,0] recall 0.5547445255474452 [1,0] recall 0.5547445255474452 [1,0] recall 0.5547445255474452 [1,0] recall 0.5547445255474452 [1,0] recall 0.5547445255474452 [1,0] recall 0.5547445255474452 [1,0] relative_absolute_error 0.8955443957687761 relative_absolute_error 0.8955443957687761 relative_absolute_error 0.901429355015646 relative_absolute_error 0.901429355015646 relative_absolute_error 0.901429355015646 relative_absolute_error 0.901429355015646 relative_absolute_error 0.901429355015646 relative_absolute_error 0.901429355015646 relative_absolute_error 0.901429355015646 relative_absolute_error 0.901429355015646 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 0.664852604347194 root_mean_squared_error 0.664852604347194 root_mean_squared_error 0.66727466192907 root_mean_squared_error 0.66727466192907 root_mean_squared_error 0.66727466192907 root_mean_squared_error 0.66727466192907 root_mean_squared_error 0.66727466192907 root_mean_squared_error 0.66727466192907 root_mean_squared_error 0.66727466192907 root_mean_squared_error 0.66727466192907 root_relative_squared_error 1.338714478046881 root_relative_squared_error 1.338714478046881 root_relative_squared_error 1.3426202817160648 root_relative_squared_error 1.3426202817160648 root_relative_squared_error 1.3426202817160648 root_relative_squared_error 1.3426202817160648 root_relative_squared_error 1.3426202817160648 root_relative_squared_error 1.3426202817160648 root_relative_squared_error 1.3426202817160648 root_relative_squared_error 1.3426202817160648 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 49.669203006487805 usercpu_time_millis 49.93399299928569 usercpu_time_millis 49.66733299806947 usercpu_time_millis 49.864791999425506 usercpu_time_millis 50.035576001391746 usercpu_time_millis 49.982313001237344 usercpu_time_millis 49.803824003902264 usercpu_time_millis 49.43000499770278 usercpu_time_millis 50.162190997070866 usercpu_time_millis 50.26742100017145 usercpu_time_millis_testing 3.9193450029415544 usercpu_time_millis_testing 3.937780998967355 usercpu_time_millis_testing 3.915900000720285 usercpu_time_millis_testing 3.850693999993382 usercpu_time_millis_testing 3.9039149996824563 usercpu_time_millis_testing 3.912926000339212 usercpu_time_millis_testing 3.9678460016148165 usercpu_time_millis_testing 3.902404998370912 usercpu_time_millis_testing 3.9192759977595415 usercpu_time_millis_testing 3.951239999878453 usercpu_time_millis_training 45.74985800354625 usercpu_time_millis_training 45.99621200031834 usercpu_time_millis_training 45.751432997349184 usercpu_time_millis_training 46.014097999432124 usercpu_time_millis_training 46.13166100170929 usercpu_time_millis_training 46.06938700089813 usercpu_time_millis_training 45.83597800228745 usercpu_time_millis_training 45.52759999933187 usercpu_time_millis_training 46.242914999311324 usercpu_time_millis_training 46.316181000293 wall_clock_time_millis 49.68857765197754 wall_clock_time_millis 50.005197525024414 wall_clock_time_millis 49.68905448913574 wall_clock_time_millis 49.88241195678711 wall_clock_time_millis 50.06694793701172 wall_clock_time_millis 50.01521110534668 wall_clock_time_millis 49.87621307373047 wall_clock_time_millis 49.49355125427246 wall_clock_time_millis 50.19259452819824 wall_clock_time_millis 50.31394958496094 wall_clock_time_millis_testing 3.929615020751953 wall_clock_time_millis_testing 3.9474964141845703 wall_clock_time_millis_testing 3.9243698120117188 wall_clock_time_millis_testing 3.8597583770751953 wall_clock_time_millis_testing 3.9131641387939453 wall_clock_time_millis_testing 3.923177719116211 wall_clock_time_millis_testing 3.9777755737304688 wall_clock_time_millis_testing 3.9129257202148438 wall_clock_time_millis_testing 3.929615020751953 wall_clock_time_millis_testing 3.9606094360351562 wall_clock_time_millis_training 45.758962631225586 wall_clock_time_millis_training 46.057701110839844 wall_clock_time_millis_training 45.76468467712402 wall_clock_time_millis_training 46.022653579711914 wall_clock_time_millis_training 46.15378379821777 wall_clock_time_millis_training 46.09203338623047 wall_clock_time_millis_training 45.8984375 wall_clock_time_millis_training 45.58062553405762 wall_clock_time_millis_training 46.26297950744629 wall_clock_time_millis_training 46.35334014892578