10370489 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) 8225836 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 116.95729942305174 13389 cache_size 200 13389 class_weight null 13389 coef0 0.3313071593094643 13389 decision_function_shape "ovr" 13389 degree 4 13389 gamma 9.305105093213657e-05 13389 kernel "poly" 13389 max_iter -1 13389 probability false 13389 random_state 1912 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 21662683 description https://api.openml.org/data/download/21662683/description.xml -1 21662684 predictions https://api.openml.org/data/download/21662684/predictions.arff area_under_roc_curve 0.5064935064935064 [0.506494,0.506494] average_cost 0 f_measure 0.8993001728445802 [0.964486,0.025641] kappa 0.023903275119285118 kb_relative_information_score 0.2583392314519714 mean_absolute_error 0.06853020739404869 mean_prior_absolute_error 0.12988972477049396 number_of_instances 1109 [1032,77] precision 0.9361704205499475 [0.931408,1] predictive_accuracy 0.9314697926059513 prior_entropy 0.36380676688852276 recall 0.9314697926059513 [1,0.012987] relative_absolute_error 0.5276029918081416 root_mean_prior_squared_error 0.25418837468358885 root_mean_squared_error 0.26178274846530414 root_relative_squared_error 1.0298769516551207 total_cost 0 area_under_roc_curve 0.5714285714285714 [0.571429,0.571429] 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 f_measure 0.926433442788583 [0.971963,0.25] kappa 0.23798627002288333 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.3741709080482253 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 0.05405405405405406 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] precision 0.9488943488943489 [0.945455,1] predictive_accuracy 0.9459459459459459 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 0.9459459459459459 [1,0.142857] 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 0.4344652284429384 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 0.23249527748763857 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 0.9560573466910262 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 25.71202400031325 usercpu_time_millis 26.087420000294514 usercpu_time_millis 24.320163000083994 usercpu_time_millis 25.237429999833694 usercpu_time_millis 24.465860999953293 usercpu_time_millis 26.337452000916528 usercpu_time_millis 29.82015300040075 usercpu_time_millis 24.010473000089405 usercpu_time_millis 24.40265899986116 usercpu_time_millis 24.4931520001046 usercpu_time_millis_testing 1.5437060001204372 usercpu_time_millis_testing 1.458524000554462 usercpu_time_millis_testing 1.3694580002265866 usercpu_time_millis_testing 1.4172900000630761 usercpu_time_millis_testing 1.3848240005245316 usercpu_time_millis_testing 1.3718560003326274 usercpu_time_millis_testing 1.4949740007068613 usercpu_time_millis_testing 1.3511059996744734 usercpu_time_millis_testing 1.385220999509329 usercpu_time_millis_testing 1.3671950000571087 usercpu_time_millis_training 24.168318000192812 usercpu_time_millis_training 24.628895999740053 usercpu_time_millis_training 22.950704999857408 usercpu_time_millis_training 23.820139999770618 usercpu_time_millis_training 23.08103699942876 usercpu_time_millis_training 24.9655960005839 usercpu_time_millis_training 28.32517899969389 usercpu_time_millis_training 22.65936700041493 usercpu_time_millis_training 23.01743800035183 usercpu_time_millis_training 23.125957000047492 wall_clock_time_millis 25.71845054626465 wall_clock_time_millis 26.09419822692871 wall_clock_time_millis 24.325847625732422 wall_clock_time_millis 25.244712829589844 wall_clock_time_millis 24.470090866088867 wall_clock_time_millis 26.343345642089844 wall_clock_time_millis 29.827594757080078 wall_clock_time_millis 24.016618728637695 wall_clock_time_millis 24.40786361694336 wall_clock_time_millis 24.49965476989746 wall_clock_time_millis_testing 1.5463829040527344 wall_clock_time_millis_testing 1.4619827270507812 wall_clock_time_millis_testing 1.3728141784667969 wall_clock_time_millis_testing 1.4202594757080078 wall_clock_time_millis_testing 1.3873577117919922 wall_clock_time_millis_testing 1.3747215270996094 wall_clock_time_millis_testing 1.4977455139160156 wall_clock_time_millis_testing 1.354217529296875 wall_clock_time_millis_testing 1.3880729675292969 wall_clock_time_millis_testing 1.3704299926757812 wall_clock_time_millis_training 24.172067642211914 wall_clock_time_millis_training 24.63221549987793 wall_clock_time_millis_training 22.953033447265625 wall_clock_time_millis_training 23.824453353881836 wall_clock_time_millis_training 23.082733154296875 wall_clock_time_millis_training 24.968624114990234 wall_clock_time_millis_training 28.329849243164062 wall_clock_time_millis_training 22.66240119934082 wall_clock_time_millis_training 23.019790649414062 wall_clock_time_millis_training 23.12922477722168