10330523 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) 8186112 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 0.38559962233936546 13389 cache_size 200 13389 class_weight null 13389 coef0 0.08722972305625087 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 7.521110541330819 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 9867 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 21582745 description https://api.openml.org/data/download/21582745/description.xml -1 21582746 predictions https://api.openml.org/data/download/21582746/predictions.arff area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] average_cost 0 kappa 0 kb_relative_information_score 0.09475958155355073 mean_absolute_error 0.2704146033595639 mean_prior_absolute_error 0.27709458719152297 number_of_instances 10299 [1722,1544,1406,1777,1906,1944] predictive_accuracy 0.1887561899213516 prior_entropy 2.575922879508845 recall 0.1887561899213516 [0,0,0,0,0,1] relative_absolute_error 0.9758927667997283 root_mean_prior_squared_error 0.3722191487615371 root_mean_squared_error 0.5200140415023078 root_relative_squared_error 1.397064184452949 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5,0.5,0.5,0.5,0.5] 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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.09433006150825066 kb_relative_information_score 0.09433006150825066 kb_relative_information_score 0.09433006150825066 kb_relative_information_score 0.094345909809171 kb_relative_information_score 0.09434034153258475 kb_relative_information_score 0.09434034153258475 kb_relative_information_score 0.0953526782159212 kb_relative_information_score 0.09534802063884823 kb_relative_information_score 0.09534802063884823 kb_relative_information_score 0.09553128369112901 mean_absolute_error 0.2705501618122993 mean_absolute_error 0.2705501618122993 mean_absolute_error 0.2705501618122993 mean_absolute_error 0.2705501618122993 mean_absolute_error 0.2705501618122993 mean_absolute_error 0.2705501618122993 mean_absolute_error 0.27022653721683004 mean_absolute_error 0.27022653721683004 mean_absolute_error 0.27022653721683004 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 0.1883495145631068 predictive_accuracy 0.1883495145631068 predictive_accuracy 0.1883495145631068 predictive_accuracy 0.1883495145631068 predictive_accuracy 0.1883495145631068 predictive_accuracy 0.1883495145631068 predictive_accuracy 0.18932038834951456 predictive_accuracy 0.18932038834951456 predictive_accuracy 0.18932038834951456 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 0.1883495145631068 [0,0,0,0,0,1] recall 0.1883495145631068 [0,0,0,0,0,1] recall 0.1883495145631068 [0,0,0,0,0,1] recall 0.1883495145631068 [0,0,0,0,0,1] recall 0.1883495145631068 [0,0,0,0,0,1] recall 0.1883495145631068 [0,0,0,0,0,1] recall 0.18932038834951456 [0,0,0,0,0,1] recall 0.18932038834951456 [0,0,0,0,0,1] recall 0.18932038834951456 [0,0,0,0,0,1] recall 0.18950437317784258 [0,0,0,0,0,1] relative_absolute_error 0.9763911140608941 relative_absolute_error 0.9763911140608941 relative_absolute_error 0.9763911140608941 relative_absolute_error 0.9763357868525533 relative_absolute_error 0.9763554826199389 relative_absolute_error 0.9763554826199389 relative_absolute_error 0.9752121293997407 relative_absolute_error 0.9752263874380337 relative_absolute_error 0.9752263874380337 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 0.5201443663179476 root_mean_squared_error 0.5201443663179476 root_mean_squared_error 0.5201443663179476 root_mean_squared_error 0.5201443663179476 root_mean_squared_error 0.5201443663179476 root_mean_squared_error 0.5201443663179476 root_mean_squared_error 0.5198331821044421 root_mean_squared_error 0.5198331821044421 root_mean_squared_error 0.5198331821044421 root_mean_squared_error 0.5197741903372278 root_relative_squared_error 1.3974273859807493 root_relative_squared_error 1.3974273859807493 root_relative_squared_error 1.3974273859807493 root_relative_squared_error 1.397348202138591 root_relative_squared_error 1.3973763900433587 root_relative_squared_error 1.3973763900433587 root_relative_squared_error 1.3965755255968406 root_relative_squared_error 1.396595944294954 root_relative_squared_error 1.396595944294954 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 170880.56695800333 usercpu_time_millis 170067.52669700654 usercpu_time_millis 171127.98378799926 usercpu_time_millis 171067.3424169945 usercpu_time_millis 176627.43558900547 usercpu_time_millis 170158.9196749992 usercpu_time_millis 176399.52845800144 usercpu_time_millis 170946.42823500908 usercpu_time_millis 174111.36213799182 usercpu_time_millis 170914.20408998965 usercpu_time_millis_testing 10608.902674997807 usercpu_time_millis_testing 10508.699666999746 usercpu_time_millis_testing 10746.86989899783 usercpu_time_millis_testing 10551.894892996643 usercpu_time_millis_testing 10590.114941005595 usercpu_time_millis_testing 10523.7573839986 usercpu_time_millis_testing 10560.43308399967 usercpu_time_millis_testing 10377.033495009528 usercpu_time_millis_testing 10692.122178996215 usercpu_time_millis_testing 10457.12556799117 usercpu_time_millis_training 160271.66428300552 usercpu_time_millis_training 159558.8270300068 usercpu_time_millis_training 160381.11388900143 usercpu_time_millis_training 160515.44752399786 usercpu_time_millis_training 166037.32064799988 usercpu_time_millis_training 159635.1622910006 usercpu_time_millis_training 165839.09537400177 usercpu_time_millis_training 160569.39473999955 usercpu_time_millis_training 163419.2399589956 usercpu_time_millis_training 160457.07852199848 wall_clock_time_millis 182732.75136947632 wall_clock_time_millis 184282.91392326355 wall_clock_time_millis 183570.1196193695 wall_clock_time_millis 188916.94378852844 wall_clock_time_millis 189967.8816795349 wall_clock_time_millis 182377.71558761597 wall_clock_time_millis 186575.6814479828 wall_clock_time_millis 183565.20652770996 wall_clock_time_millis 184789.57319259644 wall_clock_time_millis 178781.9366455078 wall_clock_time_millis_testing 11611.274480819702 wall_clock_time_millis_testing 11065.603256225586 wall_clock_time_millis_testing 11084.040403366089 wall_clock_time_millis_testing 11898.791551589966 wall_clock_time_millis_testing 11683.631420135498 wall_clock_time_millis_testing 11530.524253845215 wall_clock_time_millis_testing 11233.61325263977 wall_clock_time_millis_testing 10377.970457077026 wall_clock_time_millis_testing 10693.050622940063 wall_clock_time_millis_testing 11390.10214805603 wall_clock_time_millis_training 171121.47688865662 wall_clock_time_millis_training 173217.31066703796 wall_clock_time_millis_training 172486.07921600342 wall_clock_time_millis_training 177018.15223693848 wall_clock_time_millis_training 178284.2502593994 wall_clock_time_millis_training 170847.19133377075 wall_clock_time_millis_training 175342.06819534302 wall_clock_time_millis_training 173187.23607063293 wall_clock_time_millis_training 174096.52256965637 wall_clock_time_millis_training 167391.83449745178