10325173 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) 8180858 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 166.75510985968455 13389 cache_size 200 13389 class_weight null 13389 coef0 0.0 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.7160996053142499 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 26529 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 21572032 description https://api.openml.org/data/download/21572032/description.xml -1 21572033 predictions https://api.openml.org/data/download/21572033/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 14.571147996321088 usercpu_time_millis 14.130119001492858 usercpu_time_millis 16.977679999399697 usercpu_time_millis 16.050983002060093 usercpu_time_millis 14.850586998363724 usercpu_time_millis 14.448066001932602 usercpu_time_millis 16.200017995288363 usercpu_time_millis 14.737966997927288 usercpu_time_millis 15.61464200131013 usercpu_time_millis 15.334072999394266 usercpu_time_millis_testing 1.3304789972607978 usercpu_time_millis_testing 1.2838590009778272 usercpu_time_millis_testing 1.350064998405287 usercpu_time_millis_testing 1.4544460027536843 usercpu_time_millis_testing 1.3110929976392072 usercpu_time_millis_testing 1.2803429999621585 usercpu_time_millis_testing 1.2296479981159791 usercpu_time_millis_testing 1.2624669980141334 usercpu_time_millis_testing 1.286457001697272 usercpu_time_millis_testing 1.3746080003329553 usercpu_time_millis_training 13.24066899906029 usercpu_time_millis_training 12.84626000051503 usercpu_time_millis_training 15.62761500099441 usercpu_time_millis_training 14.596536999306409 usercpu_time_millis_training 13.539494000724517 usercpu_time_millis_training 13.167723001970444 usercpu_time_millis_training 14.970369997172384 usercpu_time_millis_training 13.475499999913154 usercpu_time_millis_training 14.328184999612859 usercpu_time_millis_training 13.95946499906131 wall_clock_time_millis 14.620065689086914 wall_clock_time_millis 14.189720153808594 wall_clock_time_millis 17.020463943481445 wall_clock_time_millis 16.101360321044922 wall_clock_time_millis 14.863967895507812 wall_clock_time_millis 14.459609985351562 wall_clock_time_millis 16.549348831176758 wall_clock_time_millis 14.75071907043457 wall_clock_time_millis 15.627861022949219 wall_clock_time_millis 15.408039093017578 wall_clock_time_millis_testing 1.3363361358642578 wall_clock_time_millis_testing 1.3051033020019531 wall_clock_time_millis_testing 1.3706684112548828 wall_clock_time_millis_testing 1.4843940734863281 wall_clock_time_millis_testing 1.3172626495361328 wall_clock_time_millis_testing 1.2853145599365234 wall_clock_time_millis_testing 1.234292984008789 wall_clock_time_millis_testing 1.268625259399414 wall_clock_time_millis_testing 1.2919902801513672 wall_clock_time_millis_testing 1.3804435729980469 wall_clock_time_millis_training 13.283729553222656 wall_clock_time_millis_training 12.88461685180664 wall_clock_time_millis_training 15.649795532226562 wall_clock_time_millis_training 14.616966247558594 wall_clock_time_millis_training 13.54670524597168 wall_clock_time_millis_training 13.174295425415039 wall_clock_time_millis_training 15.315055847167969 wall_clock_time_millis_training 13.482093811035156 wall_clock_time_millis_training 14.335870742797852 wall_clock_time_millis_training 14.027595520019531