10329200 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) 8184822 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 7.013344375249213 13389 cache_size 200 13389 class_weight null 13389 coef0 0.4986025326959227 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 0.14201683116848024 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 8080 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 21580088 description https://api.openml.org/data/download/21580088/description.xml -1 21580089 predictions https://api.openml.org/data/download/21580089/predictions.arff area_under_roc_curve 0.9507623804238676 [0.950762,0.950762] average_cost 0 f_measure 0.9492790542832167 [0.958748,0.933333] kappa 0.8921242391950995 kb_relative_information_score 0.8878536748884978 mean_absolute_error 0.050966608084358524 mean_prior_absolute_error 0.46764379083961705 number_of_instances 569 [357,212] precision 0.9502643583788607 [0.973988,0.910314] predictive_accuracy 0.9490333919156414 prior_entropy 0.9526357368194003 recall 0.9490333919156415 [0.943978,0.957547] relative_absolute_error 0.10898596128658536 root_mean_prior_squared_error 0.4834927399189952 root_mean_squared_error 0.22575785276343882 root_relative_squared_error 0.46693121555716116 total_cost 0 area_under_roc_curve 1 [1,1] area_under_roc_curve 0.9305555555555557 [0.930556,0.930556] area_under_roc_curve 0.9206349206349205 [0.920635,0.920635] area_under_roc_curve 0.9623015873015874 [0.962302,0.962302] area_under_roc_curve 0.9861111111111112 [0.986111,0.986111] area_under_roc_curve 0.9623015873015874 [0.962302,0.962302] area_under_roc_curve 0.9384920634920635 [0.938492,0.938492] area_under_roc_curve 0.9487012987012986 [0.948701,0.948701] area_under_roc_curve 0.8746753246753247 [0.874675,0.874675] area_under_roc_curve 0.9857142857142858 [0.985714,0.985714] 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 0.9136735137303404 [0.925373,0.893617] f_measure 0.9132977370963641 [0.927536,0.888889] f_measure 0.9649122807017544 [0.972222,0.952381] f_measure 0.9825365904115021 [0.985915,0.976744] f_measure 0.9649122807017544 [0.972222,0.952381] f_measure 0.9470870627956459 [0.958904,0.926829] f_measure 0.9475718281210272 [0.956522,0.933333] f_measure 0.8776675989490635 [0.898551,0.844444] f_measure 0.982221098752949 [0.985507,0.976744] kappa 1 kappa 0.8204158790170132 kappa 0.816955684007707 kappa 0.9246031746031746 kappa 0.9626719056974459 kappa 0.9246031746031746 kappa 0.8857715430861722 kappa 0.8898905344494525 kappa 0.7430779137153894 kappa 0.9622641509433961 kb_relative_information_score 1 kb_relative_information_score 0.806349645008902 kb_relative_information_score 0.8063496450089024 kb_relative_information_score 0.9225398580035611 kb_relative_information_score 0.9612699290017804 kb_relative_information_score 0.9225398580035611 kb_relative_information_score 0.8838097870053414 kb_relative_information_score 0.8853960135005319 kb_relative_information_score 0.7325906981679077 kb_relative_information_score 0.9607818764247784 mean_absolute_error 0 mean_absolute_error 0.08771929824561403 mean_absolute_error 0.08771929824561403 mean_absolute_error 0.03508771929824561 mean_absolute_error 0.017543859649122806 mean_absolute_error 0.03508771929824561 mean_absolute_error 0.05263157894736842 mean_absolute_error 0.05263157894736842 mean_absolute_error 0.12280701754385964 mean_absolute_error 0.017857142857142856 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 0.9291497975708503 [1,0.807692] precision 0.9194577352472089 [0.969697,0.833333] precision 0.9649122807017544 [0.972222,0.952381] precision 0.9832535885167464 [1,0.954545] precision 0.9649122807017544 [0.972222,0.952381] precision 0.9474395448079658 [0.945946,0.95] precision 0.9483779781935656 [0.970588,0.913043] precision 0.8786961008659757 [0.911765,0.826087] precision 0.9829545454545455 [1,0.954545] predictive_accuracy 1 predictive_accuracy 0.912280701754386 predictive_accuracy 0.912280701754386 predictive_accuracy 0.9649122807017544 predictive_accuracy 0.9824561403508772 predictive_accuracy 0.9649122807017544 predictive_accuracy 0.9473684210526316 predictive_accuracy 0.9473684210526316 predictive_accuracy 0.8771929824561404 predictive_accuracy 0.9821428571428571 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 0.9122807017543859 [0.861111,1] recall 0.9122807017543859 [0.888889,0.952381] recall 0.9649122807017544 [0.972222,0.952381] recall 0.9824561403508771 [0.972222,1] recall 0.9649122807017544 [0.972222,0.952381] recall 0.9473684210526315 [0.972222,0.904762] recall 0.9473684210526315 [0.942857,0.954545] recall 0.8771929824561403 [0.885714,0.863636] recall 0.9821428571428571 [0.971429,1] relative_absolute_error 0 relative_absolute_error 0.18800210720400365 relative_absolute_error 0.18800210720400365 relative_absolute_error 0.07520084288160148 relative_absolute_error 0.03760042144080074 relative_absolute_error 0.07520084288160148 relative_absolute_error 0.1128012643224022 relative_absolute_error 0.1117343943643598 relative_absolute_error 0.2607135868501728 relative_absolute_error 0.03813531022507179 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 0.2961744388795462 root_mean_squared_error 0.2961744388795462 root_mean_squared_error 0.1873171623163388 root_mean_squared_error 0.13245323570650439 root_mean_squared_error 0.1873171623163388 root_mean_squared_error 0.22941573387056177 root_mean_squared_error 0.22941573387056177 root_mean_squared_error 0.3504383220252312 root_mean_squared_error 0.1336306209562122 root_relative_squared_error 0 root_relative_squared_error 0.6139623099130967 root_relative_squared_error 0.6139623099130967 root_relative_squared_error 0.3883038593647122 root_relative_squared_error 0.27457229211769546 root_relative_squared_error 0.3883038593647122 root_relative_squared_error 0.4755731602984921 root_relative_squared_error 0.47108518011352396 root_relative_squared_error 0.7195944988807096 root_relative_squared_error 0.27602393794605457 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 28.039151002303697 usercpu_time_millis 27.951893003773876 usercpu_time_millis 28.454702987801284 usercpu_time_millis 27.77333601261489 usercpu_time_millis 28.82423200935591 usercpu_time_millis 28.36464100982994 usercpu_time_millis 27.977776000625454 usercpu_time_millis 28.86211601435207 usercpu_time_millis 36.23557100945618 usercpu_time_millis 28.372753004077822 usercpu_time_millis_testing 2.209211001172662 usercpu_time_millis_testing 2.2237160010263324 usercpu_time_millis_testing 2.163625991670415 usercpu_time_millis_testing 2.0811440044781193 usercpu_time_millis_testing 2.2237710072658956 usercpu_time_millis_testing 2.2324980091070756 usercpu_time_millis_testing 2.1509759972104803 usercpu_time_millis_testing 2.2435320133809 usercpu_time_millis_testing 2.3279349989024922 usercpu_time_millis_testing 2.2017790033714846 usercpu_time_millis_training 25.829940001131035 usercpu_time_millis_training 25.728177002747543 usercpu_time_millis_training 26.29107699613087 usercpu_time_millis_training 25.69219200813677 usercpu_time_millis_training 26.600461002090015 usercpu_time_millis_training 26.132143000722863 usercpu_time_millis_training 25.826800003414974 usercpu_time_millis_training 26.61858400097117 usercpu_time_millis_training 33.90763601055369 usercpu_time_millis_training 26.170974000706337 wall_clock_time_millis 28.055429458618164 wall_clock_time_millis 27.970075607299805 wall_clock_time_millis 60.47248840332031 wall_clock_time_millis 27.7864933013916 wall_clock_time_millis 28.842449188232422 wall_clock_time_millis 28.38420867919922 wall_clock_time_millis 27.995824813842773 wall_clock_time_millis 28.879404067993164 wall_clock_time_millis 52.251338958740234 wall_clock_time_millis 28.389692306518555 wall_clock_time_millis_testing 2.2182464599609375 wall_clock_time_millis_testing 2.2346973419189453 wall_clock_time_millis_testing 2.172708511352539 wall_clock_time_millis_testing 2.086162567138672 wall_clock_time_millis_testing 2.2335052490234375 wall_clock_time_millis_testing 2.240896224975586 wall_clock_time_millis_testing 2.160787582397461 wall_clock_time_millis_testing 2.251863479614258 wall_clock_time_millis_testing 2.336740493774414 wall_clock_time_millis_testing 2.2110939025878906 wall_clock_time_millis_training 25.837182998657227 wall_clock_time_millis_training 25.73537826538086 wall_clock_time_millis_training 58.29977989196777 wall_clock_time_millis_training 25.70033073425293 wall_clock_time_millis_training 26.608943939208984 wall_clock_time_millis_training 26.143312454223633 wall_clock_time_millis_training 25.835037231445312 wall_clock_time_millis_training 26.627540588378906 wall_clock_time_millis_training 49.91459846496582 wall_clock_time_millis_training 26.178598403930664