10370617 8323 Heinrich Peters 3918 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8225964 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 0.18102401530187834 13389 cache_size 200 13389 class_weight null 13389 coef0 0.9102558707709079 13389 decision_function_shape "ovr" 13389 degree 2 13389 gamma 2.518262200985078e-05 13389 kernel "poly" 13389 max_iter -1 13389 probability false 13389 random_state 37103 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. 1068 pc1 https://www.openml.org/data/download/53951/pc1.arff -1 21662939 description https://api.openml.org/data/download/21662939/description.xml -1 21662940 predictions https://api.openml.org/data/download/21662940/predictions.arff area_under_roc_curve 0.5 [0.5,0.5] average_cost 0 kappa 0 kb_relative_information_score 0.24858053712897057 mean_absolute_error 0.06943192064923355 mean_prior_absolute_error 0.12988972477049396 number_of_instances 1109 [1032,77] predictive_accuracy 0.9305680793507665 prior_entropy 0.36380676688852276 recall 0.9305680793507665 [1,0] relative_absolute_error 0.5345451364371963 root_mean_prior_squared_error 0.25418837468358885 root_mean_squared_error 0.26349937504524285 root_relative_squared_error 1.0366303155022107 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] 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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.2698660593895962 kb_relative_information_score 0.2698660593895962 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.2678290688329606 mean_absolute_error 0.06306306306306306 mean_absolute_error 0.06306306306306306 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.07207207207207207 mean_absolute_error 0.06363636363636363 mean_prior_absolute_error 0.12441514421712434 mean_prior_absolute_error 0.12441514421712434 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1321591618621321 mean_prior_absolute_error 0.1249079453399885 number_of_instances 111 [104,7] number_of_instances 111 [104,7] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 111 [103,8] number_of_instances 110 [103,7] predictive_accuracy 0.9369369369369369 predictive_accuracy 0.9369369369369369 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.927927927927928 predictive_accuracy 0.9363636363636364 prior_entropy 0.3400686187404258 prior_entropy 0.3400686187404258 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.37364719819991066 prior_entropy 0.3422054374333021 recall 0.9369369369369369 [1,0] recall 0.9369369369369369 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9363636363636364 [1,0] relative_absolute_error 0.5068760998500949 relative_absolute_error 0.5068760998500949 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5453429868695547 relative_absolute_error 0.5094660989190961 root_mean_prior_squared_error 0.24318130946048286 root_mean_prior_squared_error 0.24318130946048286 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.25861393411013817 root_mean_prior_squared_error 0.24419244540685378 root_mean_squared_error 0.2511236011669613 root_mean_squared_error 0.2511236011669613 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2684624220856097 root_mean_squared_error 0.2522624895547565 root_relative_squared_error 1.032659959452061 root_relative_squared_error 1.032659959452061 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.0380818149236974 root_relative_squared_error 1.033047886204903 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 21.070688000691007 usercpu_time_millis 21.023544999479782 usercpu_time_millis 21.25079199868196 usercpu_time_millis 20.872113999757858 usercpu_time_millis 20.758255000146164 usercpu_time_millis 20.701192000160518 usercpu_time_millis 21.675646000403503 usercpu_time_millis 21.26098799999454 usercpu_time_millis 20.951519999471202 usercpu_time_millis 21.417292001387978 usercpu_time_millis_testing 1.5397530005429871 usercpu_time_millis_testing 1.5283339998859446 usercpu_time_millis_testing 1.5269009991243365 usercpu_time_millis_testing 1.5091810000740224 usercpu_time_millis_testing 1.5151990000958904 usercpu_time_millis_testing 1.5027549998194445 usercpu_time_millis_testing 1.5759190000608214 usercpu_time_millis_testing 1.5308219999496941 usercpu_time_millis_testing 1.5138609996938612 usercpu_time_millis_testing 1.5094960008354974 usercpu_time_millis_training 19.53093500014802 usercpu_time_millis_training 19.495210999593837 usercpu_time_millis_training 19.723890999557625 usercpu_time_millis_training 19.362932999683835 usercpu_time_millis_training 19.243056000050274 usercpu_time_millis_training 19.198437000341073 usercpu_time_millis_training 20.099727000342682 usercpu_time_millis_training 19.730166000044846 usercpu_time_millis_training 19.43765899977734 usercpu_time_millis_training 19.90779600055248 wall_clock_time_millis 21.080493927001953 wall_clock_time_millis 21.03257179260254 wall_clock_time_millis 21.25716209411621 wall_clock_time_millis 20.882129669189453 wall_clock_time_millis 20.77651023864746 wall_clock_time_millis 20.710229873657227 wall_clock_time_millis 22.659778594970703 wall_clock_time_millis 21.270275115966797 wall_clock_time_millis 20.961284637451172 wall_clock_time_millis 21.424531936645508 wall_clock_time_millis_testing 1.5451908111572266 wall_clock_time_millis_testing 1.531839370727539 wall_clock_time_millis_testing 1.529693603515625 wall_clock_time_millis_testing 1.512289047241211 wall_clock_time_millis_testing 1.5184879302978516 wall_clock_time_millis_testing 1.5063285827636719 wall_clock_time_millis_testing 1.57928466796875 wall_clock_time_millis_testing 1.5349388122558594 wall_clock_time_millis_testing 1.5180110931396484 wall_clock_time_millis_testing 1.5125274658203125 wall_clock_time_millis_training 19.535303115844727 wall_clock_time_millis_training 19.500732421875 wall_clock_time_millis_training 19.727468490600586 wall_clock_time_millis_training 19.369840621948242 wall_clock_time_millis_training 19.25802230834961 wall_clock_time_millis_training 19.203901290893555 wall_clock_time_millis_training 21.080493927001953 wall_clock_time_millis_training 19.735336303710938 wall_clock_time_millis_training 19.443273544311523 wall_clock_time_millis_training 19.912004470825195