10327541 8323 Heinrich Peters 14970 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8183201 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 4297.397059178814 13389 cache_size 200 13389 class_weight null 13389 coef0 0.013499300518863278 13389 decision_function_shape "ovr" 13389 degree 5 13389 gamma 0.1820082271280914 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 38485 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. 1478 har https://www.openml.org/data/download/1589271/php88ZB4Q -1 21576768 description https://api.openml.org/data/download/21576768/description.xml -1 21576769 predictions https://api.openml.org/data/download/21576769/predictions.arff area_under_roc_curve 0.5007181328545781 [0.5,0.5,0.5,0.500563,0.502623,0.500718] average_cost 0 kappa 0.0014445514030581052 kb_relative_information_score 0.0960000322244448 mean_absolute_error 0.2700262161375033 mean_prior_absolute_error 0.27709458719152297 number_of_instances 10299 [1722,1544,1406,1777,1906,1944] predictive_accuracy 0.1899213515875328 prior_entropy 2.575922879508845 recall 0.18992135158753276 [0,0,0,0.001125,0.005247,1] relative_absolute_error 0.9744911254829597 root_mean_prior_squared_error 0.3722191487615371 root_mean_squared_error 0.5196404681484145 root_relative_squared_error 1.3960605462598676 total_cost 0 area_under_roc_curve 0.5011961722488039 [0.5,0.5,0.5,0.502809,0.502618,0.501196] area_under_roc_curve 0.5011961722488039 [0.5,0.5,0.5,0.5,0.505236,0.501196] area_under_roc_curve 0.5005980861244019 [0.5,0.5,0.5,0.5,0.502618,0.500598] area_under_roc_curve 0.5005980861244019 [0.5,0.5,0.5,0.5,0.502632,0.500598] area_under_roc_curve 0.5011961722488039 [0.5,0.5,0.5,0.5,0.505263,0.501196] area_under_roc_curve 0.5011961722488039 [0.5,0.5,0.5,0.5,0.505263,0.501196] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5005988023952096 [0.5,0.5,0.5,0.5,0.502618,0.500599] area_under_roc_curve 0.5005988023952096 [0.5,0.5,0.5,0.502825,0.5,0.500599] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] 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 0.002414356537401607 kappa 0.0023992957730122077 kappa 0.0011996520660610063 kappa 0.0012008119997584522 kappa 0.002401612843286615 kappa 0.002401612843286615 kappa 0 kappa 0.0012022500912733127 kappa 0.0012185083039945692 kappa 0 kb_relative_information_score 0.09641720825221432 kb_relative_information_score 0.09638741046075947 kb_relative_information_score 0.09535873598450506 kb_relative_information_score 0.0953744142262958 kb_relative_information_score 0.09639747232365281 kb_relative_information_score 0.09639747232365281 kb_relative_information_score 0.0953526782159212 kb_relative_information_score 0.0963766929943875 kb_relative_information_score 0.09640649072441124 kb_relative_information_score 0.09553128369112901 mean_absolute_error 0.26990291262136085 mean_absolute_error 0.26990291262136085 mean_absolute_error 0.27022653721683004 mean_absolute_error 0.27022653721683004 mean_absolute_error 0.26990291262136085 mean_absolute_error 0.26990291262136085 mean_absolute_error 0.27022653721683004 mean_absolute_error 0.26990291262136085 mean_absolute_error 0.26990291262136085 mean_absolute_error 0.27016520894072077 mean_prior_absolute_error 0.27709199511972005 mean_prior_absolute_error 0.27709199511972005 mean_prior_absolute_error 0.27709199511972005 mean_prior_absolute_error 0.2771076974290587 mean_prior_absolute_error 0.27710210740693414 mean_prior_absolute_error 0.27710210740693414 mean_prior_absolute_error 0.27709513558158777 mean_prior_absolute_error 0.2770910843857784 mean_prior_absolute_error 0.2770910843857784 mean_prior_absolute_error 0.27708065643484137 number_of_instances 1030 [172,155,140,178,191,194] number_of_instances 1030 [172,155,140,178,191,194] number_of_instances 1030 [172,155,140,178,191,194] number_of_instances 1030 [172,155,141,178,190,194] number_of_instances 1030 [173,154,141,178,190,194] number_of_instances 1030 [173,154,141,178,190,194] number_of_instances 1030 [172,154,141,178,190,195] number_of_instances 1030 [172,154,141,177,191,195] number_of_instances 1030 [172,154,141,177,191,195] number_of_instances 1029 [172,154,140,177,191,195] predictive_accuracy 0.19029126213592232 predictive_accuracy 0.19029126213592232 predictive_accuracy 0.18932038834951456 predictive_accuracy 0.18932038834951456 predictive_accuracy 0.19029126213592232 predictive_accuracy 0.19029126213592232 predictive_accuracy 0.18932038834951456 predictive_accuracy 0.19029126213592232 predictive_accuracy 0.19029126213592232 predictive_accuracy 0.18950437317784258 prior_entropy 2.5758425283766972 prior_entropy 2.5758425283766972 prior_entropy 2.5758425283766972 prior_entropy 2.57626843373114 prior_entropy 2.5761156998831467 prior_entropy 2.5761156998831467 prior_entropy 2.575945945073779 prior_entropy 2.575847838744184 prior_entropy 2.575847838744184 prior_entropy 2.5755594010061413 recall 0.19029126213592232 [0,0,0,0.005618,0.005236,1] recall 0.19029126213592232 [0,0,0,0,0.010471,1] recall 0.18932038834951456 [0,0,0,0,0.005236,1] recall 0.18932038834951456 [0,0,0,0,0.005263,1] recall 0.19029126213592232 [0,0,0,0,0.010526,1] recall 0.19029126213592232 [0,0,0,0,0.010526,1] recall 0.18932038834951456 [0,0,0,0,0,1] recall 0.19029126213592232 [0,0,0,0,0.005236,1] recall 0.19029126213592232 [0,0,0,0.00565,0,1] recall 0.18950437317784258 [0,0,0,0,0,1] relative_absolute_error 0.9740552501516578 relative_absolute_error 0.9740552501516578 relative_absolute_error 0.9752231821062758 relative_absolute_error 0.9751679210788062 relative_absolute_error 0.9740197039533842 relative_absolute_error 0.9740197039533842 relative_absolute_error 0.9752121293997407 relative_absolute_error 0.9740584516446951 relative_absolute_error 0.9740584516446951 relative_absolute_error 0.9750417528848794 root_mean_prior_squared_error 0.37221566682901186 root_mean_prior_squared_error 0.37221566682901186 root_mean_prior_squared_error 0.37221566682901186 root_mean_prior_squared_error 0.3722367592572026 root_mean_prior_squared_error 0.3722292504897755 root_mean_prior_squared_error 0.3722292504897755 root_mean_prior_squared_error 0.3722198854102689 root_mean_prior_squared_error 0.37221444343150406 root_mean_prior_squared_error 0.37221444343150406 root_mean_prior_squared_error 0.3722004351798735 root_mean_squared_error 0.5195218114972275 root_mean_squared_error 0.5195218114972275 root_mean_squared_error 0.5198331821044421 root_mean_squared_error 0.5198331821044421 root_mean_squared_error 0.5195218114972275 root_mean_squared_error 0.5195218114972275 root_mean_squared_error 0.5198331821044421 root_mean_squared_error 0.5195218114972275 root_mean_squared_error 0.5195218114972275 root_mean_squared_error 0.5197741903372278 root_relative_squared_error 1.3957548211851198 root_relative_squared_error 1.3957548211851198 root_relative_squared_error 1.3965913539669534 root_relative_squared_error 1.3965122174977231 root_relative_squared_error 1.395703886284181 root_relative_squared_error 1.395703886284181 root_relative_squared_error 1.3965755255968406 root_relative_squared_error 1.3957594087635974 root_relative_squared_error 1.3957594087635974 root_relative_squared_error 1.3964900123935542 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 176031.07347000332 usercpu_time_millis 176067.8331320014 usercpu_time_millis 176738.0399859976 usercpu_time_millis 177130.16142099514 usercpu_time_millis 178240.67245499464 usercpu_time_millis 177264.425192996 usercpu_time_millis 176678.57633499807 usercpu_time_millis 176549.26211899146 usercpu_time_millis 175887.13446799375 usercpu_time_millis 176403.91566499602 usercpu_time_millis_testing 10647.829681001895 usercpu_time_millis_testing 10657.174915002543 usercpu_time_millis_testing 10782.507668998733 usercpu_time_millis_testing 10783.15848299826 usercpu_time_millis_testing 10970.784967998043 usercpu_time_millis_testing 10858.715887996368 usercpu_time_millis_testing 10956.970348997856 usercpu_time_millis_testing 11264.275944995461 usercpu_time_millis_testing 10783.780359997763 usercpu_time_millis_testing 10671.286575001432 usercpu_time_millis_training 165383.24378900143 usercpu_time_millis_training 165410.65821699885 usercpu_time_millis_training 165955.53231699887 usercpu_time_millis_training 166347.00293799688 usercpu_time_millis_training 167269.8874869966 usercpu_time_millis_training 166405.70930499962 usercpu_time_millis_training 165721.6059860002 usercpu_time_millis_training 165284.986173996 usercpu_time_millis_training 165103.35410799598 usercpu_time_millis_training 165732.6290899946 wall_clock_time_millis 191619.1589832306 wall_clock_time_millis 182095.8456993103 wall_clock_time_millis 179796.03600502014 wall_clock_time_millis 184744.80438232422 wall_clock_time_millis 190037.99533843994 wall_clock_time_millis 186496.82998657227 wall_clock_time_millis 186587.40901947021 wall_clock_time_millis 195309.88311767578 wall_clock_time_millis 188817.3909187317 wall_clock_time_millis 190821.97999954224 wall_clock_time_millis_testing 12112.765550613403 wall_clock_time_millis_testing 10659.612655639648 wall_clock_time_millis_testing 11175.662755966187 wall_clock_time_millis_testing 10971.988201141357 wall_clock_time_millis_testing 11992.852687835693 wall_clock_time_millis_testing 10861.188888549805 wall_clock_time_millis_testing 12021.641731262207 wall_clock_time_millis_testing 12965.101957321167 wall_clock_time_millis_testing 11927.944898605347 wall_clock_time_millis_testing 10736.13429069519 wall_clock_time_millis_training 179506.3934326172 wall_clock_time_millis_training 171436.23304367065 wall_clock_time_millis_training 168620.37324905396 wall_clock_time_millis_training 173772.81618118286 wall_clock_time_millis_training 178045.14265060425 wall_clock_time_millis_training 175635.64109802246 wall_clock_time_millis_training 174565.767288208 wall_clock_time_millis_training 182344.7811603546 wall_clock_time_millis_training 176889.44602012634 wall_clock_time_millis_training 180085.84570884705