10325218 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) 8180903 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 18370.91977764642 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.6334588434388904 13389 decision_function_shape "ovr" 13389 degree 1 13389 gamma 0.0004772956899952909 13389 kernel "poly" 13389 max_iter -1 13389 probability false 13389 random_state 13841 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 21572122 description https://api.openml.org/data/download/21572122/description.xml -1 21572123 predictions https://api.openml.org/data/download/21572123/predictions.arff area_under_roc_curve 0.9885202874230885 [0.98852,0.98852] average_cost 0 f_measure 0.988341903177311 [0.989474,0.986928] kappa 0.9764019917269374 kb_relative_information_score 0.9762585852197252 mean_absolute_error 0.011661807580174927 mean_prior_absolute_error 0.49387203415364794 number_of_instances 1372 [762,610] precision 0.9883625978940782 [0.992084,0.983713] predictive_accuracy 0.9883381924198251 prior_entropy 0.9911281447384036 recall 0.9883381924198251 [0.986877,0.990164] relative_absolute_error 0.02361301465502061 root_mean_prior_squared_error 0.4969220835611905 root_mean_squared_error 0.10798984943120778 root_relative_squared_error 0.2173174688822418 total_cost 0 area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9805194805194807 [0.980519,0.980519] area_under_roc_curve 0.9836065573770493 [0.983607,0.983607] area_under_roc_curve 0.9934210526315789 [0.993421,0.993421] area_under_roc_curve 1 [1,1] 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 0.9786453839516825 [0.978645,0.978645] area_under_roc_curve 0.9754098360655736 [0.97541,0.97541] 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 0.9853746010680315 [0.987013,0.983333] f_measure 0.9927062319881188 [0.993377,0.99187] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.985421866415509 [0.986667,0.983871] f_measure 0.985421866415509 [0.986667,0.983871] f_measure 0.9781186959643561 [0.980132,0.97561] f_measure 0.9780380812555773 [0.980645,0.97479] kappa 1 kappa 0.9561533573395468 kappa 0.9703527375027051 kappa 0.9852481964035749 kappa 1 kappa 1 kappa 0.9705439690389164 kappa 0.9705439690389164 kappa 0.9557445892107247 kappa 0.9554568115313754 kb_relative_information_score 1 kb_relative_information_score 0.9557059876184374 kb_relative_information_score 0.9702861445037457 kb_relative_information_score 0.9851430722518728 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 0.9702861445037456 kb_relative_information_score 0.9702861445037456 kb_relative_information_score 0.9554292167556183 kb_relative_information_score 0.9554292167556185 mean_absolute_error 0 mean_absolute_error 0.021739130434782608 mean_absolute_error 0.014598540145985401 mean_absolute_error 0.0072992700729927005 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.014598540145985401 mean_absolute_error 0.014598540145985401 mean_absolute_error 0.021897810218978103 mean_absolute_error 0.021897810218978103 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 0.9857757813962194 [0.974359,1] precision 0.9928184600894748 [1,0.983871] precision 1 [1,1] precision 1 [1,1] precision 0.9858649055729347 [1,0.968254] precision 0.9858649055729347 [1,0.968254] precision 0.9782403265049838 [0.986667,0.967742] precision 0.9789337521944009 [0.962025,1] predictive_accuracy 1 predictive_accuracy 0.9782608695652173 predictive_accuracy 0.9854014598540146 predictive_accuracy 0.9927007299270073 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9854014598540146 predictive_accuracy 0.9854014598540146 predictive_accuracy 0.9781021897810218 predictive_accuracy 0.9781021897810218 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 0.9854014598540146 [1,0.967213] recall 0.9927007299270073 [0.986842,1] recall 1 [1,1] recall 1 [1,1] recall 0.9854014598540146 [0.973684,1] recall 0.9854014598540146 [0.973684,1] recall 0.9781021897810219 [0.973684,0.983607] recall 0.9781021897810219 [1,0.95082] relative_absolute_error 0 relative_absolute_error 0.044043167005021776 relative_absolute_error 0.02955506082018512 relative_absolute_error 0.01477753041009256 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0.02955506082018512 relative_absolute_error 0.02955506082018512 relative_absolute_error 0.04433259123027767 relative_absolute_error 0.04433259123027767 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 0.12082441866603538 root_mean_squared_error 0.0854357657716761 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.12082441866603538 root_mean_squared_error 0.12082441866603538 root_mean_squared_error 0.14797908710009702 root_mean_squared_error 0.14797908710009702 root_relative_squared_error 0 root_relative_squared_error 0.2968818653721309 root_relative_squared_error 0.24311025771396072 root_relative_squared_error 0.1719049118055508 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.24311025771396072 root_relative_squared_error 0.24311025771396072 root_relative_squared_error 0.29774804131786087 root_relative_squared_error 0.29774804131786087 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 16.86896300088847 usercpu_time_millis 16.89181800247752 usercpu_time_millis 16.978054998617154 usercpu_time_millis 17.14893800453865 usercpu_time_millis 17.345193999062758 usercpu_time_millis 17.045390995917842 usercpu_time_millis 17.243711001356132 usercpu_time_millis 16.82378900295589 usercpu_time_millis 17.368226999678882 usercpu_time_millis 18.06077899891534 usercpu_time_millis_testing 0.9770910000952426 usercpu_time_millis_testing 0.903062002180377 usercpu_time_millis_testing 0.9152949969575275 usercpu_time_millis_testing 0.9200150016113184 usercpu_time_millis_testing 0.9490409975114744 usercpu_time_millis_testing 0.896550998731982 usercpu_time_millis_testing 0.9149100005743094 usercpu_time_millis_testing 0.9069740008271765 usercpu_time_millis_testing 0.90981899847975 usercpu_time_millis_testing 0.9159229994111229 usercpu_time_millis_training 15.891872000793228 usercpu_time_millis_training 15.988756000297144 usercpu_time_millis_training 16.062760001659626 usercpu_time_millis_training 16.22892300292733 usercpu_time_millis_training 16.396153001551284 usercpu_time_millis_training 16.14883999718586 usercpu_time_millis_training 16.328801000781823 usercpu_time_millis_training 15.916815002128715 usercpu_time_millis_training 16.458408001199132 usercpu_time_millis_training 17.144855999504216 wall_clock_time_millis 16.882896423339844 wall_clock_time_millis 16.90220832824707 wall_clock_time_millis 16.988754272460938 wall_clock_time_millis 17.15993881225586 wall_clock_time_millis 17.35544204711914 wall_clock_time_millis 17.05646514892578 wall_clock_time_millis 17.293214797973633 wall_clock_time_millis 16.83521270751953 wall_clock_time_millis 17.447471618652344 wall_clock_time_millis 18.07403564453125 wall_clock_time_millis_testing 0.9832382202148438 wall_clock_time_millis_testing 0.9067058563232422 wall_clock_time_millis_testing 0.9191036224365234 wall_clock_time_millis_testing 0.9229183197021484 wall_clock_time_millis_testing 0.9529590606689453 wall_clock_time_millis_testing 0.8997917175292969 wall_clock_time_millis_testing 0.9188652038574219 wall_clock_time_millis_testing 0.9112358093261719 wall_clock_time_millis_testing 0.9140968322753906 wall_clock_time_millis_testing 0.9195804595947266 wall_clock_time_millis_training 15.899658203125 wall_clock_time_millis_training 15.995502471923828 wall_clock_time_millis_training 16.069650650024414 wall_clock_time_millis_training 16.23702049255371 wall_clock_time_millis_training 16.402482986450195 wall_clock_time_millis_training 16.156673431396484 wall_clock_time_millis_training 16.37434959411621 wall_clock_time_millis_training 15.92397689819336 wall_clock_time_millis_training 16.533374786376953 wall_clock_time_millis_training 17.154455184936523