10325432 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) 8181117 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 308.9858714048978 13389 cache_size 200 13389 class_weight null 13389 coef0 0.6635698530586328 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.12026238291664898 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 60022 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 21572550 description https://api.openml.org/data/download/21572550/description.xml -1 21572551 predictions https://api.openml.org/data/download/21572551/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 10.668108003301313 usercpu_time_millis 11.189942000783049 usercpu_time_millis 10.620955003105337 usercpu_time_millis 11.247443999309326 usercpu_time_millis 10.816617003001738 usercpu_time_millis 10.577538996585645 usercpu_time_millis 10.916043000179343 usercpu_time_millis 10.757243002444739 usercpu_time_millis 10.445337997225579 usercpu_time_millis 12.548968003102345 usercpu_time_millis_testing 0.9361900010844693 usercpu_time_millis_testing 0.9193139994749799 usercpu_time_millis_testing 0.8229670020227786 usercpu_time_millis_testing 0.938987999688834 usercpu_time_millis_testing 0.809496999863768 usercpu_time_millis_testing 0.8940489969972987 usercpu_time_millis_testing 0.9330590000899974 usercpu_time_millis_testing 0.8525440025550779 usercpu_time_millis_testing 0.7184759997471701 usercpu_time_millis_testing 0.8395440017920919 usercpu_time_millis_training 9.731918002216844 usercpu_time_millis_training 10.270628001308069 usercpu_time_millis_training 9.797988001082558 usercpu_time_millis_training 10.308455999620492 usercpu_time_millis_training 10.00712000313797 usercpu_time_millis_training 9.683489999588346 usercpu_time_millis_training 9.982984000089345 usercpu_time_millis_training 9.90469899988966 usercpu_time_millis_training 9.726861997478409 usercpu_time_millis_training 11.709424001310254 wall_clock_time_millis 10.678768157958984 wall_clock_time_millis 11.200904846191406 wall_clock_time_millis 10.630369186401367 wall_clock_time_millis 11.270523071289062 wall_clock_time_millis 10.844707489013672 wall_clock_time_millis 10.587930679321289 wall_clock_time_millis 10.926961898803711 wall_clock_time_millis 10.768413543701172 wall_clock_time_millis 10.453462600708008 wall_clock_time_millis 12.561559677124023 wall_clock_time_millis_testing 0.9415149688720703 wall_clock_time_millis_testing 0.9253025054931641 wall_clock_time_millis_testing 0.8275508880615234 wall_clock_time_millis_testing 0.9567737579345703 wall_clock_time_millis_testing 0.8144378662109375 wall_clock_time_millis_testing 0.8995532989501953 wall_clock_time_millis_testing 0.9398460388183594 wall_clock_time_millis_testing 0.858306884765625 wall_clock_time_millis_testing 0.7231235504150391 wall_clock_time_millis_testing 0.8454322814941406 wall_clock_time_millis_training 9.737253189086914 wall_clock_time_millis_training 10.275602340698242 wall_clock_time_millis_training 9.802818298339844 wall_clock_time_millis_training 10.313749313354492 wall_clock_time_millis_training 10.030269622802734 wall_clock_time_millis_training 9.688377380371094 wall_clock_time_millis_training 9.987115859985352 wall_clock_time_millis_training 9.910106658935547 wall_clock_time_millis_training 9.730339050292969 wall_clock_time_millis_training 11.716127395629883