10370076 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) 8225423 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 9947.045017657287 13389 cache_size 200 13389 class_weight null 13389 coef0 0.13893166748012198 13389 decision_function_shape "ovr" 13389 degree 2 13389 gamma 9.972833450436674e-05 13389 kernel "poly" 13389 max_iter -1 13389 probability false 13389 random_state 58193 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 21661857 description https://api.openml.org/data/download/21661857/description.xml -1 21661858 predictions https://api.openml.org/data/download/21661858/predictions.arff area_under_roc_curve 0.5180270311084265 [0.518027,0.518027] average_cost 0 f_measure 0.9020257826231681 [0.963934,0.072289] kappa 0.06288203856326037 kb_relative_information_score 0.24858053712897057 mean_absolute_error 0.06943192064923355 mean_prior_absolute_error 0.12988972477049396 number_of_instances 1109 [1032,77] precision 0.9028524550226573 [0.93291,0.5] predictive_accuracy 0.9305680793507665 prior_entropy 0.36380676688852276 recall 0.9305680793507665 [0.997093,0.038961] 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 0.5714285714285714 [0.571429,0.571429] area_under_roc_curve 0.4951923076923077 [0.495192,0.495192] 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 0.5576456310679612 [0.557646,0.557646] area_under_roc_curve 0.5576456310679612 [0.557646,0.557646] 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] f_measure 0.9019112570514438 [0.962617,0] f_measure 0.9073261941186469 [0.962264,0.2] f_measure 0.9073261941186469 [0.962264,0.2] kappa 0.23798627002288333 kappa -0.01601830663615609 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0.17625231910946135 kappa 0.17625231910946135 kappa 0 kappa 0 kb_relative_information_score 0.3741709080482253 kb_relative_information_score 0.16556121073096747 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 0.2405497810307917 kb_relative_information_score 0.24054978103079175 kb_relative_information_score 0.2678290688329606 mean_absolute_error 0.05405405405405406 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 0.07207207207207207 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] precision 0.8773136773136774 [0.936364,0] precision 0.9043722621704273 [0.93578,0.5] precision 0.9043722621704273 [0.93578,0.5] predictive_accuracy 0.9459459459459459 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 0.927927927927928 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 0.9279279279279279 [0.990385,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [1,0] recall 0.9279279279279279 [0.990291,0.125] recall 0.9279279279279279 [0.990291,0.125] recall 0.9279279279279279 [1,0] recall 0.9363636363636364 [1,0] relative_absolute_error 0.4344652284429384 relative_absolute_error 0.5792869712572513 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 0.2684624220856097 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 0.2684624220856097 root_mean_squared_error 0.2522624895547565 root_relative_squared_error 0.9560573466910262 root_relative_squared_error 1.1039599329455667 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 66.99288100026024 usercpu_time_millis 74.60106599955907 usercpu_time_millis 73.29903699883289 usercpu_time_millis 86.4416419990448 usercpu_time_millis 71.37688700004219 usercpu_time_millis 81.23222299946065 usercpu_time_millis 58.70549800147273 usercpu_time_millis 47.35641899969778 usercpu_time_millis 65.35872499989637 usercpu_time_millis 73.08815899887122 usercpu_time_millis_testing 1.5487359996768646 usercpu_time_millis_testing 1.5465229998881114 usercpu_time_millis_testing 1.5451809995283838 usercpu_time_millis_testing 1.5631889991709613 usercpu_time_millis_testing 1.5633359998901142 usercpu_time_millis_testing 1.5651819994673133 usercpu_time_millis_testing 1.5476430007765885 usercpu_time_millis_testing 1.4609219997510081 usercpu_time_millis_testing 1.5012419999038684 usercpu_time_millis_testing 1.5405999993163277 usercpu_time_millis_training 65.44414500058338 usercpu_time_millis_training 73.05454299967096 usercpu_time_millis_training 71.7538559993045 usercpu_time_millis_training 84.87845299987384 usercpu_time_millis_training 69.81355100015207 usercpu_time_millis_training 79.66704099999333 usercpu_time_millis_training 57.157855000696145 usercpu_time_millis_training 45.89549699994677 usercpu_time_millis_training 63.8574829999925 usercpu_time_millis_training 71.5475589995549 wall_clock_time_millis 67.19303131103516 wall_clock_time_millis 74.60951805114746 wall_clock_time_millis 73.30870628356934 wall_clock_time_millis 86.45081520080566 wall_clock_time_millis 71.40851020812988 wall_clock_time_millis 81.24160766601562 wall_clock_time_millis 58.71391296386719 wall_clock_time_millis 47.3635196685791 wall_clock_time_millis 65.36674499511719 wall_clock_time_millis 73.11820983886719 wall_clock_time_millis_testing 1.5513896942138672 wall_clock_time_millis_testing 1.5494823455810547 wall_clock_time_millis_testing 1.5485286712646484 wall_clock_time_millis_testing 1.5664100646972656 wall_clock_time_millis_testing 1.565694808959961 wall_clock_time_millis_testing 1.5685558319091797 wall_clock_time_millis_testing 1.5506744384765625 wall_clock_time_millis_testing 1.4641284942626953 wall_clock_time_millis_testing 1.5039443969726562 wall_clock_time_millis_testing 1.560211181640625 wall_clock_time_millis_training 65.64164161682129 wall_clock_time_millis_training 73.0600357055664 wall_clock_time_millis_training 71.76017761230469 wall_clock_time_millis_training 84.8844051361084 wall_clock_time_millis_training 69.84281539916992 wall_clock_time_millis_training 79.67305183410645 wall_clock_time_millis_training 57.163238525390625 wall_clock_time_millis_training 45.899391174316406 wall_clock_time_millis_training 63.86280059814453 wall_clock_time_millis_training 71.55799865722656