10396112 8323 Heinrich Peters 3904 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8232379 add_indicator false 12737 copy true 12737 fill_value null 12737 missing_values NaN 12737 strategy "median" 12737 verbose 0 12737 copy true 13294 with_mean true 13294 with_std true 13294 C 35.67606386717542 13389 cache_size 200 13389 class_weight null 13389 coef0 -0.534873271170256 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 9.633796731664586e-06 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 1 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. 1053 jm1 https://www.openml.org/data/download/53936/jm1.arff -1 21713956 description https://api.openml.org/data/download/21713956/description.xml -1 21713957 predictions https://api.openml.org/data/download/21713957/predictions.arff area_under_roc_curve 0.5020228439467532 [0.502023,0.502023] average_cost 0 f_measure 0.7220287228375712 [0.893197,0.008503] kappa 0.0065050491118207356 kb_relative_information_score 0.27086571220826844 mean_absolute_error 0.19283417547083143 mean_prior_absolute_error 0.31212214303703906 number_of_instances 10885 [8779,2106] precision 0.8092881812242486 [0.807155,0.818182] predictive_accuracy 0.8071658245291685 prior_entropy 0.7086892261862012 recall 0.8071658245291686 [0.999772,0.004274] relative_absolute_error 0.6178163894253029 root_mean_prior_squared_error 0.3950238150239175 root_mean_squared_error 0.4391288825286164 root_relative_squared_error 1.1116516671331031 total_cost 0 area_under_roc_curve 0.5023696682464455 [0.50237,0.50237] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.506539528657332 [0.50654,0.50654] area_under_roc_curve 0.5023696682464455 [0.50237,0.50237] area_under_roc_curve 0.5023696682464455 [0.50237,0.50237] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5023809523809524 [0.502381,0.502381] area_under_roc_curve 0.5018114762989478 [0.501811,0.501811] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5023696682464456 [0.50237,0.50237] 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 0.7219524631453669 [0.893184,0.009434] f_measure 0.7258108217911083 [0.89353,0.027907] f_measure 0.7219524631453669 [0.893184,0.009434] f_measure 0.7219524631453669 [0.893184,0.009434] f_measure 0.7229827937469985 [0.893639,0.009479] f_measure 0.7225195726178877 [0.893075,0.009434] f_measure 0.7217074022188515 [0.893075,0.009434] kappa 0.007620006422328899 kappa 0 kappa 0.020847763146007652 kappa 0.007620006422328899 kappa 0.007620006422328899 kappa 0 kappa 0.0076631696545462515 kappa 0.005813346329237599 kappa 0 kappa 0.00761833612759215 kb_relative_information_score 0.27144273939732183 kb_relative_information_score 0.2679734191087377 kb_relative_information_score 0.27491205968590654 kb_relative_information_score 0.27144273939732183 kb_relative_information_score 0.27144273939732183 kb_relative_information_score 0.2692009687613566 kb_relative_information_score 0.2726809641482075 kb_relative_information_score 0.2692009687613563 kb_relative_information_score 0.2692009687613566 kb_relative_information_score 0.2711499171353687 mean_absolute_error 0.1928374655647383 mean_absolute_error 0.19375573921028466 mean_absolute_error 0.1919191919191919 mean_absolute_error 0.1928374655647383 mean_absolute_error 0.1928374655647383 mean_absolute_error 0.19301470588235295 mean_absolute_error 0.19209558823529413 mean_absolute_error 0.19301470588235295 mean_absolute_error 0.19301470588235295 mean_absolute_error 0.19301470588235295 mean_prior_absolute_error 0.312292830692591 mean_prior_absolute_error 0.312292830692591 mean_prior_absolute_error 0.312292830692591 mean_prior_absolute_error 0.312292830692591 mean_prior_absolute_error 0.312292830692591 mean_prior_absolute_error 0.3118386270187333 mean_prior_absolute_error 0.3118386270187333 mean_prior_absolute_error 0.3118386270187333 mean_prior_absolute_error 0.3118386270187333 mean_prior_absolute_error 0.3124019844228689 number_of_instances 1089 [878,211] number_of_instances 1089 [878,211] number_of_instances 1089 [878,211] number_of_instances 1089 [878,211] number_of_instances 1089 [878,211] number_of_instances 1088 [878,210] number_of_instances 1088 [878,210] number_of_instances 1088 [878,210] number_of_instances 1088 [878,210] number_of_instances 1088 [877,211] precision 0.8443830011343381 [0.806985,1] precision 0.7969999534515663 [0.808295,0.75] precision 0.8443830011343381 [0.806985,1] precision 0.8443830011343381 [0.806985,1] precision 0.8448390740840954 [0.807728,1] precision 0.7481888473621493 [0.807551,0.5] precision 0.8442742437361329 [0.806808,1] predictive_accuracy 0.8071625344352618 predictive_accuracy 0.8062442607897153 predictive_accuracy 0.8080808080808081 predictive_accuracy 0.8071625344352618 predictive_accuracy 0.8071625344352618 predictive_accuracy 0.8069852941176471 predictive_accuracy 0.807904411764706 predictive_accuracy 0.8069852941176471 predictive_accuracy 0.8069852941176471 predictive_accuracy 0.8069852941176471 prior_entropy 0.7092626186985694 prior_entropy 0.7092626186985694 prior_entropy 0.7092626186985694 prior_entropy 0.7092626186985694 prior_entropy 0.7092626186985694 prior_entropy 0.7077368083817637 prior_entropy 0.7077368083817637 prior_entropy 0.7077368083817637 prior_entropy 0.7077368083817637 prior_entropy 0.7096292997655923 recall 0.8071625344352618 [1,0.004739] recall 0.8062442607897153 [1,0] recall 0.8080808080808081 [0.998861,0.014218] recall 0.8071625344352618 [1,0.004739] recall 0.8071625344352618 [1,0.004739] recall 0.8069852941176471 [1,0] recall 0.8079044117647058 [1,0.004762] recall 0.8069852941176471 [0.998861,0.004762] recall 0.8069852941176471 [1,0] recall 0.8069852941176471 [1,0.004739] relative_absolute_error 0.617489249231469 relative_absolute_error 0.6204296742278094 relative_absolute_error 0.6145488242351287 relative_absolute_error 0.617489249231469 relative_absolute_error 0.617489249231469 relative_absolute_error 0.6189570154526041 relative_absolute_error 0.6160096010933059 relative_absolute_error 0.6189570154526041 relative_absolute_error 0.6189570154526041 relative_absolute_error 0.6178408445097687 root_mean_prior_squared_error 0.395239803273359 root_mean_prior_squared_error 0.395239803273359 root_mean_prior_squared_error 0.395239803273359 root_mean_prior_squared_error 0.395239803273359 root_mean_prior_squared_error 0.395239803273359 root_mean_prior_squared_error 0.39466479247293623 root_mean_prior_squared_error 0.39466479247293623 root_mean_prior_squared_error 0.39466479247293623 root_mean_prior_squared_error 0.39466479247293623 root_mean_prior_squared_error 0.3953778646078222 root_mean_squared_error 0.4391326286724072 root_mean_squared_error 0.44017694079799846 root_mean_squared_error 0.4380858271151806 root_mean_squared_error 0.4391326286724072 root_mean_squared_error 0.4391326286724072 root_mean_squared_error 0.4393343895967546 root_mean_squared_error 0.43828710708312435 root_mean_squared_error 0.4393343895967546 root_mean_squared_error 0.4393343895967546 root_mean_squared_error 0.4393343895967546 root_relative_squared_error 1.1110536566295441 root_relative_squared_error 1.1136958807095643 root_relative_squared_error 1.1084051340147747 root_relative_squared_error 1.1110536566295441 root_relative_squared_error 1.1110536566295441 root_relative_squared_error 1.1131836383071376 root_relative_squared_error 1.1105300382556407 root_relative_squared_error 1.1131836383071376 root_relative_squared_error 1.1131836383071376 root_relative_squared_error 1.111175988652104 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 5150.449973007198 usercpu_time_millis 4869.770930999948 usercpu_time_millis 4759.52191700344 usercpu_time_millis 4804.813210997963 usercpu_time_millis 4904.97879999748 usercpu_time_millis 4805.9476830021595 usercpu_time_millis 4850.3519680016325 usercpu_time_millis 4786.9503289985005 usercpu_time_millis 4906.543805998808 usercpu_time_millis 4950.961137998092 usercpu_time_millis_testing 351.1631130022579 usercpu_time_millis_testing 355.6189160008216 usercpu_time_millis_testing 353.3060640038457 usercpu_time_millis_testing 354.782565998903 usercpu_time_millis_testing 354.73715599800926 usercpu_time_millis_testing 349.8746690020198 usercpu_time_millis_testing 353.4923670013086 usercpu_time_millis_testing 353.37813799560536 usercpu_time_millis_testing 350.31344599701697 usercpu_time_millis_testing 354.412129992852 usercpu_time_millis_training 4799.2868600049405 usercpu_time_millis_training 4514.152014999127 usercpu_time_millis_training 4406.215852999594 usercpu_time_millis_training 4450.03064499906 usercpu_time_millis_training 4550.24164399947 usercpu_time_millis_training 4456.07301400014 usercpu_time_millis_training 4496.859601000324 usercpu_time_millis_training 4433.572191002895 usercpu_time_millis_training 4556.230360001791 usercpu_time_millis_training 4596.5490080052405 wall_clock_time_millis 5150.481462478638 wall_clock_time_millis 4869.889974594116 wall_clock_time_millis 4759.59324836731 wall_clock_time_millis 4804.877281188965 wall_clock_time_millis 4908.125162124634 wall_clock_time_millis 4806.028366088867 wall_clock_time_millis 4850.39210319519 wall_clock_time_millis 4789.57724571228 wall_clock_time_millis 4906.599283218384 wall_clock_time_millis 4951.034069061279 wall_clock_time_millis_testing 351.17101669311523 wall_clock_time_millis_testing 355.62849044799805 wall_clock_time_millis_testing 353.3298969268799 wall_clock_time_millis_testing 354.7945022583008 wall_clock_time_millis_testing 355.2424907684326 wall_clock_time_millis_testing 349.8830795288086 wall_clock_time_millis_testing 353.5008430480957 wall_clock_time_millis_testing 353.91950607299805 wall_clock_time_millis_testing 350.32200813293457 wall_clock_time_millis_testing 354.4316291809082 wall_clock_time_millis_training 4799.3104457855225 wall_clock_time_millis_training 4514.261484146118 wall_clock_time_millis_training 4406.26335144043 wall_clock_time_millis_training 4450.082778930664 wall_clock_time_millis_training 4552.882671356201 wall_clock_time_millis_training 4456.145286560059 wall_clock_time_millis_training 4496.891260147095 wall_clock_time_millis_training 4435.657739639282 wall_clock_time_millis_training 4556.277275085449 wall_clock_time_millis_training 4596.602439880371