10329230 8323 Heinrich Peters 9946 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8184851 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 2.3378995521560433 13389 cache_size 200 13389 class_weight null 13389 coef0 0.2636943083944421 13389 decision_function_shape "ovr" 13389 degree 2 13389 gamma 0.02185324032315324 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 38888 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. 1510 wdbc https://www.openml.org/data/download/1592318/phpAmSP4g -1 21580154 description https://api.openml.org/data/download/21580154/description.xml -1 21580155 predictions https://api.openml.org/data/download/21580155/predictions.arff area_under_roc_curve 0.9755298345753397 [0.97553,0.97553] average_cost 0 f_measure 0.9788686877446418 [0.983287,0.971429] kappa 0.9547178820595804 kb_relative_information_score 0.9535946240917923 mean_absolute_error 0.0210896309314587 mean_prior_absolute_error 0.46764379083961705 number_of_instances 569 [357,212] precision 0.9789309658740891 [0.977839,0.980769] predictive_accuracy 0.9789103690685412 prior_entropy 0.9526357368194003 recall 0.9789103690685413 [0.988796,0.962264] relative_absolute_error 0.0450976391530698 root_mean_prior_squared_error 0.4834927399189952 root_mean_squared_error 0.14522269427144885 root_relative_squared_error 0.3003616854635285 total_cost 0 area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9861111111111112 [0.986111,0.986111] area_under_roc_curve 0.9484126984126983 [0.948413,0.948413] area_under_roc_curve 0.9761904761904762 [0.97619,0.97619] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9146825396825397 [0.914683,0.914683] area_under_roc_curve 0.9772727272727273 [0.977273,0.977273] area_under_roc_curve 0.9545454545454546 [0.954545,0.954545] 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 0.9825365904115021 [0.985915,0.976744] f_measure 0.9476097712345062 [0.957746,0.930233] f_measure 0.9823623542652152 [0.986301,0.97561] f_measure 1 [1,1] f_measure 1 [1,1] f_measure 0.9290184921763869 [0.945946,0.9] f_measure 0.9823756902902523 [0.985915,0.976744] f_measure 0.9645641882483988 [0.972222,0.952381] f_measure 1 [1,1] kappa 1 kappa 0.9626719056974459 kappa 0.8880157170923378 kappa 0.9619238476953906 kappa 1 kappa 1 kappa 0.8461538461538461 kappa 0.9626719056974459 kappa 0.9247027741083224 kappa 1 kb_relative_information_score 1 kb_relative_information_score 0.9612699290017804 kb_relative_information_score 0.8838097870053414 kb_relative_information_score 0.9612699290017805 kb_relative_information_score 1 kb_relative_information_score 1 kb_relative_information_score 0.845079716007122 kb_relative_information_score 0.961798671166844 kb_relative_information_score 0.9235973423336881 kb_relative_information_score 1 mean_absolute_error 0 mean_absolute_error 0.017543859649122806 mean_absolute_error 0.05263157894736842 mean_absolute_error 0.017543859649122806 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.07017543859649122 mean_absolute_error 0.017543859649122806 mean_absolute_error 0.03508771929824561 mean_absolute_error 0 mean_prior_absolute_error 0.4665867821919071 mean_prior_absolute_error 0.4665867821919071 mean_prior_absolute_error 0.4665867821919071 mean_prior_absolute_error 0.4665867821919071 mean_prior_absolute_error 0.4665867821919071 mean_prior_absolute_error 0.4665867821919071 mean_prior_absolute_error 0.4665867821919071 mean_prior_absolute_error 0.4710418778996528 mean_prior_absolute_error 0.4710418778996528 mean_prior_absolute_error 0.4682574430823117 number_of_instances 57 [36,21] number_of_instances 57 [36,21] number_of_instances 57 [36,21] number_of_instances 57 [36,21] number_of_instances 57 [36,21] number_of_instances 57 [36,21] number_of_instances 57 [36,21] number_of_instances 57 [35,22] number_of_instances 57 [35,22] number_of_instances 56 [35,21] precision 1 [1,1] precision 0.9832535885167464 [1,0.954545] precision 0.9484620642515378 [0.971429,0.909091] precision 0.9829302987197724 [0.972973,1] precision 1 [1,1] precision 1 [1,1] precision 0.9307479224376731 [0.921053,0.947368] precision 0.982943469785575 [0.972222,1] precision 0.9668089141773352 [0.945946,1] precision 1 [1,1] predictive_accuracy 1 predictive_accuracy 0.9824561403508772 predictive_accuracy 0.9473684210526316 predictive_accuracy 0.9824561403508772 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.9298245614035088 predictive_accuracy 0.9824561403508772 predictive_accuracy 0.9649122807017544 predictive_accuracy 1 prior_entropy 0.9495176370074769 prior_entropy 0.9495176370074769 prior_entropy 0.9495176370074769 prior_entropy 0.9495176370074769 prior_entropy 0.9495176370074769 prior_entropy 0.9495176370074769 prior_entropy 0.9495176370074769 prior_entropy 0.9626598502888526 prior_entropy 0.9626598502888526 prior_entropy 0.9544459669879928 recall 1 [1,1] recall 0.9824561403508771 [0.972222,1] recall 0.9473684210526315 [0.944444,0.952381] recall 0.9824561403508771 [1,0.952381] recall 1 [1,1] recall 1 [1,1] recall 0.9298245614035088 [0.972222,0.857143] recall 0.9824561403508771 [1,0.954545] recall 0.9649122807017544 [1,0.909091] recall 1 [1,1] relative_absolute_error 0 relative_absolute_error 0.03760042144080074 relative_absolute_error 0.1128012643224022 relative_absolute_error 0.03760042144080074 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0.15040168576320295 relative_absolute_error 0.03724479812145326 relative_absolute_error 0.07448959624290652 relative_absolute_error 0 root_mean_prior_squared_error 0.4823984047513734 root_mean_prior_squared_error 0.4823984047513734 root_mean_prior_squared_error 0.4823984047513734 root_mean_prior_squared_error 0.4823984047513734 root_mean_prior_squared_error 0.4823984047513734 root_mean_prior_squared_error 0.4823984047513734 root_mean_prior_squared_error 0.4823984047513734 root_mean_prior_squared_error 0.4869941648669064 root_mean_prior_squared_error 0.4869941648669064 root_mean_prior_squared_error 0.4841269273621067 root_mean_squared_error 0 root_mean_squared_error 0.13245323570650439 root_mean_squared_error 0.22941573387056177 root_mean_squared_error 0.13245323570650439 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.26490647141300877 root_mean_squared_error 0.13245323570650439 root_mean_squared_error 0.1873171623163388 root_mean_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.27457229211769546 root_relative_squared_error 0.4755731602984921 root_relative_squared_error 0.27457229211769546 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.5491445842353909 root_relative_squared_error 0.2719811555497864 root_relative_squared_error 0.3846394388884143 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 18.762844003504142 usercpu_time_millis 17.76932399661746 usercpu_time_millis 17.995989008340985 usercpu_time_millis 17.39228099177126 usercpu_time_millis 17.478066991316155 usercpu_time_millis 17.195004998939112 usercpu_time_millis 16.978815008769743 usercpu_time_millis 17.633808005484752 usercpu_time_millis 17.266155991819687 usercpu_time_millis 17.487821009126492 usercpu_time_millis_testing 1.369688005070202 usercpu_time_millis_testing 1.3432519917842 usercpu_time_millis_testing 1.234405004652217 usercpu_time_millis_testing 1.2747489963658154 usercpu_time_millis_testing 1.2681549997068942 usercpu_time_millis_testing 1.2733469920931384 usercpu_time_millis_testing 1.2034319952363148 usercpu_time_millis_testing 1.2808070023311302 usercpu_time_millis_testing 1.233660994330421 usercpu_time_millis_testing 1.2907680065836757 usercpu_time_millis_training 17.39315599843394 usercpu_time_millis_training 16.42607200483326 usercpu_time_millis_training 16.761584003688768 usercpu_time_millis_training 16.117531995405443 usercpu_time_millis_training 16.20991199160926 usercpu_time_millis_training 15.921658006845973 usercpu_time_millis_training 15.775383013533428 usercpu_time_millis_training 16.353001003153622 usercpu_time_millis_training 16.032494997489266 usercpu_time_millis_training 16.197053002542816 wall_clock_time_millis 34.80863571166992 wall_clock_time_millis 33.78129005432129 wall_clock_time_millis 34.00707244873047 wall_clock_time_millis 17.406225204467773 wall_clock_time_millis 17.495393753051758 wall_clock_time_millis 17.224788665771484 wall_clock_time_millis 16.991615295410156 wall_clock_time_millis 17.68040657043457 wall_clock_time_millis 17.28200912475586 wall_clock_time_millis 17.504215240478516 wall_clock_time_millis_testing 1.3759136199951172 wall_clock_time_millis_testing 1.3511180877685547 wall_clock_time_millis_testing 1.241445541381836 wall_clock_time_millis_testing 1.28173828125 wall_clock_time_millis_testing 1.276254653930664 wall_clock_time_millis_testing 1.2805461883544922 wall_clock_time_millis_testing 1.2106895446777344 wall_clock_time_millis_testing 1.2888908386230469 wall_clock_time_millis_testing 1.241445541381836 wall_clock_time_millis_testing 1.298666000366211 wall_clock_time_millis_training 33.432722091674805 wall_clock_time_millis_training 32.430171966552734 wall_clock_time_millis_training 32.76562690734863 wall_clock_time_millis_training 16.124486923217773 wall_clock_time_millis_training 16.219139099121094 wall_clock_time_millis_training 15.944242477416992 wall_clock_time_millis_training 15.780925750732422 wall_clock_time_millis_training 16.391515731811523 wall_clock_time_millis_training 16.040563583374023 wall_clock_time_millis_training 16.205549240112305