10325166 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) 8180851 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 19699.103575033267 13389 cache_size 200 13389 class_weight null 13389 coef0 0.0 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 6.901334098142353e-05 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 29954 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 21572018 description https://api.openml.org/data/download/21572018/description.xml -1 21572019 predictions https://api.openml.org/data/download/21572019/predictions.arff area_under_roc_curve 0.9896669678585258 [0.989667,0.989667] average_cost 0 f_measure 0.9890746124241527 [0.990099,0.987795] kappa 0.9778949267890286 kb_relative_information_score 0.9777424236434922 mean_absolute_error 0.010932944606413994 mean_prior_absolute_error 0.49387203415364794 number_of_instances 1372 [762,610] precision 0.9891680892025563 [0.996016,0.980614] predictive_accuracy 0.989067055393586 prior_entropy 0.9911281447384036 recall 0.989067055393586 [0.984252,0.995082] relative_absolute_error 0.022137201239081822 root_mean_prior_squared_error 0.4969220835611905 root_mean_squared_error 0.10456072210162855 root_relative_squared_error 0.21041673445521777 total_cost 0 area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9805194805194807 [0.980519,0.980519] area_under_roc_curve 0.9918032786885246 [0.991803,0.991803] 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 0.9654874892148404 [0.965487,0.965487] area_under_roc_curve 0.9918032786885246 [0.991803,0.991803] 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 0.9926944214777463 [0.993464,0.991736] 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 0.9635741929162789 [0.966443,0.96] f_measure 0.9926944214777463 [0.993464,0.991736] kappa 1 kappa 0.9561533573395468 kappa 0.9852003888948904 kappa 0.9852481964035749 kappa 1 kappa 1 kappa 0.9705439690389164 kappa 0.9705439690389164 kappa 0.9264784801974886 kappa 0.9852003888948904 kb_relative_information_score 1 kb_relative_information_score 0.9557059876184374 kb_relative_information_score 0.9851430722518728 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 0.925715361259364 kb_relative_information_score 0.9851430722518728 mean_absolute_error 0 mean_absolute_error 0.021739130434782608 mean_absolute_error 0.0072992700729927005 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 0.0364963503649635 mean_absolute_error 0.0072992700729927005 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 0.992795525642241 [0.987013,1] 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 0.964572292770723 [0.986301,0.9375] precision 0.992795525642241 [0.987013,1] predictive_accuracy 1 predictive_accuracy 0.9782608695652173 predictive_accuracy 0.9927007299270073 predictive_accuracy 0.9927007299270073 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9854014598540146 predictive_accuracy 0.9854014598540146 predictive_accuracy 0.9635036496350365 predictive_accuracy 0.9927007299270073 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 0.9927007299270073 [1,0.983607] 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 0.9635036496350365 [0.947368,0.983607] recall 0.9927007299270073 [1,0.983607] relative_absolute_error 0 relative_absolute_error 0.044043167005021776 relative_absolute_error 0.01477753041009256 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 0.07388765205046278 relative_absolute_error 0.01477753041009256 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 0.0854357657716761 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 0.19104017997521752 root_mean_squared_error 0.0854357657716761 root_relative_squared_error 0 root_relative_squared_error 0.2968818653721309 root_relative_squared_error 0.1719049118055508 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 0.38439106846331766 root_relative_squared_error 0.1719049118055508 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 20.32034099829616 usercpu_time_millis 20.49952599554672 usercpu_time_millis 17.65440400049556 usercpu_time_millis 20.488890000706306 usercpu_time_millis 19.9532039987389 usercpu_time_millis 19.141498996759765 usercpu_time_millis 19.5471049992193 usercpu_time_millis 19.065754000621382 usercpu_time_millis 19.1776959982235 usercpu_time_millis 19.05769299628446 usercpu_time_millis_testing 1.3241179985925555 usercpu_time_millis_testing 1.2689849972957745 usercpu_time_millis_testing 1.2471629997889977 usercpu_time_millis_testing 1.2928910000482574 usercpu_time_millis_testing 1.3019609978073277 usercpu_time_millis_testing 1.2578979985846672 usercpu_time_millis_testing 1.1979189985140692 usercpu_time_millis_testing 1.1570269998628646 usercpu_time_millis_testing 1.4539219992002472 usercpu_time_millis_testing 1.266785999177955 usercpu_time_millis_training 18.996222999703605 usercpu_time_millis_training 19.230540998250945 usercpu_time_millis_training 16.407241000706563 usercpu_time_millis_training 19.19599900065805 usercpu_time_millis_training 18.651243000931572 usercpu_time_millis_training 17.883600998175098 usercpu_time_millis_training 18.34918600070523 usercpu_time_millis_training 17.908727000758518 usercpu_time_millis_training 17.72377399902325 usercpu_time_millis_training 17.790906997106504 wall_clock_time_millis 28.33104133605957 wall_clock_time_millis 20.514249801635742 wall_clock_time_millis 17.667293548583984 wall_clock_time_millis 20.503759384155273 wall_clock_time_millis 20.012855529785156 wall_clock_time_millis 19.155025482177734 wall_clock_time_millis 19.559621810913086 wall_clock_time_millis 19.07658576965332 wall_clock_time_millis 19.194364547729492 wall_clock_time_millis 19.072532653808594 wall_clock_time_millis_testing 1.3294219970703125 wall_clock_time_millis_testing 1.2750625610351562 wall_clock_time_millis_testing 1.2526512145996094 wall_clock_time_millis_testing 1.3000965118408203 wall_clock_time_millis_testing 1.308441162109375 wall_clock_time_millis_testing 1.2636184692382812 wall_clock_time_millis_testing 1.2054443359375 wall_clock_time_millis_testing 1.1632442474365234 wall_clock_time_millis_testing 1.4615058898925781 wall_clock_time_millis_testing 1.2748241424560547 wall_clock_time_millis_training 27.001619338989258 wall_clock_time_millis_training 19.239187240600586 wall_clock_time_millis_training 16.414642333984375 wall_clock_time_millis_training 19.203662872314453 wall_clock_time_millis_training 18.70441436767578 wall_clock_time_millis_training 17.891407012939453 wall_clock_time_millis_training 18.354177474975586 wall_clock_time_millis_training 17.913341522216797 wall_clock_time_millis_training 17.732858657836914 wall_clock_time_millis_training 17.79770851135254