10325440 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) 8181125 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 358.0737967858615 13389 cache_size 200 13389 class_weight null 13389 coef0 0.7802829217620928 13389 decision_function_shape "ovr" 13389 degree 4 13389 gamma 0.0009502473910524347 13389 kernel "poly" 13389 max_iter -1 13389 probability false 13389 random_state 7287 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 21572566 description https://api.openml.org/data/download/21572566/description.xml -1 21572567 predictions https://api.openml.org/data/download/21572567/predictions.arff area_under_roc_curve 0.9875328083989502 [0.987533,0.987533] average_cost 0 f_measure 0.9861703705880445 [0.987375,0.984665] kappa 0.9720458795875297 kb_relative_information_score 0.9718070699484236 mean_absolute_error 0.013848396501457727 mean_prior_absolute_error 0.49387203415364794 number_of_instances 1372 [762,610] precision 0.9865699175423065 [1,0.969793] predictive_accuracy 0.9861516034985423 prior_entropy 0.9911281447384036 recall 0.9861516034985423 [0.975066,1] relative_absolute_error 0.028040454902836975 root_mean_prior_squared_error 0.4969220835611905 root_mean_squared_error 0.11767921014970201 root_relative_squared_error 0.23681622138093428 total_cost 0 area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9805194805194807 [0.980519,0.980519] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9868421052631579 [0.986842,0.986842] area_under_roc_curve 0.9868421052631579 [0.986842,0.986842] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9868421052631579 [0.986842,0.986842] area_under_roc_curve 0.9736842105263158 [0.973684,0.973684] area_under_roc_curve 0.9605263157894737 [0.960526,0.960526] 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 0.9783057875035991 [0.980132,0.976] f_measure 1 [1,1] f_measure 0.985421866415509 [0.986667,0.983871] f_measure 0.985421866415509 [0.986667,0.983871] f_measure 1 [1,1] f_measure 0.985421866415509 [0.986667,0.983871] f_measure 0.9708718102878687 [0.972973,0.968254] f_measure 0.9563309294070591 [0.958904,0.953125] f_measure 1 [1,1] kappa 1 kappa 0.9561533573395468 kappa 1 kappa 0.9705439690389164 kappa 0.9705439690389164 kappa 1 kappa 0.9705439690389164 kappa 0.9412773253321904 kappa 0.9121982482375561 kappa 1 kb_relative_information_score 1 kb_relative_information_score 0.9557059876184374 kb_relative_information_score 1 kb_relative_information_score 0.9702861445037456 kb_relative_information_score 0.9702861445037456 kb_relative_information_score 1 kb_relative_information_score 0.9702861445037456 kb_relative_information_score 0.9405722890074912 kb_relative_information_score 0.9108584335112369 kb_relative_information_score 1 mean_absolute_error 0 mean_absolute_error 0.021739130434782608 mean_absolute_error 0 mean_absolute_error 0.014598540145985401 mean_absolute_error 0.014598540145985401 mean_absolute_error 0 mean_absolute_error 0.014598540145985401 mean_absolute_error 0.029197080291970802 mean_absolute_error 0.043795620437956206 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 0.9792798913043478 [1,0.953125] precision 1 [1,1] precision 0.9858649055729347 [1,0.968254] precision 0.9858649055729347 [1,0.968254] precision 1 [1,1] precision 0.9858649055729347 [1,0.968254] precision 0.972599663110612 [1,0.938462] precision 0.9601263754221593 [1,0.910448] precision 1 [1,1] predictive_accuracy 1 predictive_accuracy 0.9782608695652173 predictive_accuracy 1 predictive_accuracy 0.9854014598540146 predictive_accuracy 0.9854014598540146 predictive_accuracy 1 predictive_accuracy 0.9854014598540146 predictive_accuracy 0.9708029197080292 predictive_accuracy 0.9562043795620438 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 0.9782608695652174 [0.961039,1] recall 1 [1,1] recall 0.9854014598540146 [0.973684,1] recall 0.9854014598540146 [0.973684,1] recall 1 [1,1] recall 0.9854014598540146 [0.973684,1] recall 0.9708029197080292 [0.947368,1] recall 0.9562043795620438 [0.921053,1] recall 1 [1,1] relative_absolute_error 0 relative_absolute_error 0.044043167005021776 relative_absolute_error 0 relative_absolute_error 0.02955506082018512 relative_absolute_error 0.02955506082018512 relative_absolute_error 0 relative_absolute_error 0.02955506082018512 relative_absolute_error 0.05911012164037024 relative_absolute_error 0.08866518246055534 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 0.14744195615489714 root_mean_squared_error 0 root_mean_squared_error 0.12082441866603538 root_mean_squared_error 0.12082441866603538 root_mean_squared_error 0 root_mean_squared_error 0.12082441866603538 root_mean_squared_error 0.1708715315433522 root_mean_squared_error 0.20927403192454674 root_mean_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.2968818653721309 root_relative_squared_error 0 root_relative_squared_error 0.24311025771396072 root_relative_squared_error 0.24311025771396072 root_relative_squared_error 0 root_relative_squared_error 0.24311025771396072 root_relative_squared_error 0.3438098236111016 root_relative_squared_error 0.4210793182017436 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 15.343856997787952 usercpu_time_millis 11.487602001579944 usercpu_time_millis 13.388147999648936 usercpu_time_millis 12.937455001519993 usercpu_time_millis 15.53472199884709 usercpu_time_millis 13.760173998889513 usercpu_time_millis 13.984201999846846 usercpu_time_millis 13.393220000580186 usercpu_time_millis 17.2623430044041 usercpu_time_millis 17.2304890002124 usercpu_time_millis_testing 1.0052059988083784 usercpu_time_millis_testing 1.017073002003599 usercpu_time_millis_testing 0.9924779988068622 usercpu_time_millis_testing 1.0289040001225658 usercpu_time_millis_testing 1.1231360003876034 usercpu_time_millis_testing 1.061578997905599 usercpu_time_millis_testing 1.0317269989172928 usercpu_time_millis_testing 1.0331060002499726 usercpu_time_millis_testing 1.074073003110243 usercpu_time_millis_testing 1.0364580011810176 usercpu_time_millis_training 14.338650998979574 usercpu_time_millis_training 10.470528999576345 usercpu_time_millis_training 12.395670000842074 usercpu_time_millis_training 11.908551001397427 usercpu_time_millis_training 14.411585998459486 usercpu_time_millis_training 12.698595000983914 usercpu_time_millis_training 12.952475000929553 usercpu_time_millis_training 12.360114000330213 usercpu_time_millis_training 16.18827000129386 usercpu_time_millis_training 16.194030999031384 wall_clock_time_millis 15.354394912719727 wall_clock_time_millis 11.497020721435547 wall_clock_time_millis 13.400793075561523 wall_clock_time_millis 12.975215911865234 wall_clock_time_millis 15.546560287475586 wall_clock_time_millis 13.76962661743164 wall_clock_time_millis 13.996362686157227 wall_clock_time_millis 13.404130935668945 wall_clock_time_millis 17.27437973022461 wall_clock_time_millis 17.242908477783203 wall_clock_time_millis_testing 1.0099411010742188 wall_clock_time_millis_testing 1.0211467742919922 wall_clock_time_millis_testing 0.9982585906982422 wall_clock_time_millis_testing 1.033782958984375 wall_clock_time_millis_testing 1.1286735534667969 wall_clock_time_millis_testing 1.065969467163086 wall_clock_time_millis_testing 1.0368824005126953 wall_clock_time_millis_testing 1.0383129119873047 wall_clock_time_millis_testing 1.0783672332763672 wall_clock_time_millis_testing 1.0418891906738281 wall_clock_time_millis_training 14.344453811645508 wall_clock_time_millis_training 10.475873947143555 wall_clock_time_millis_training 12.402534484863281 wall_clock_time_millis_training 11.94143295288086 wall_clock_time_millis_training 14.417886734008789 wall_clock_time_millis_training 12.703657150268555 wall_clock_time_millis_training 12.959480285644531 wall_clock_time_millis_training 12.36581802368164 wall_clock_time_millis_training 16.196012496948242 wall_clock_time_millis_training 16.201019287109375