10330505 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) 8186096 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 3.933669592353372 13389 cache_size 200 13389 class_weight null 13389 coef0 0.6715923994046251 13389 decision_function_shape "ovr" 13389 degree 4 13389 gamma 4.372735153234684 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 25526 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 21582709 description https://api.openml.org/data/download/21582709/description.xml -1 21582710 predictions https://api.openml.org/data/download/21582710/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 172811.92981998902 usercpu_time_millis 171891.059889007 usercpu_time_millis 171599.22425300465 usercpu_time_millis 172090.47994999855 usercpu_time_millis 174325.71462300257 usercpu_time_millis 172456.89144999778 usercpu_time_millis 173435.37773599382 usercpu_time_millis 175082.47671299614 usercpu_time_millis 173748.35422799515 usercpu_time_millis 171472.77238099196 usercpu_time_millis_testing 10600.022985992837 usercpu_time_millis_testing 10663.631438001175 usercpu_time_millis_testing 10383.867437005392 usercpu_time_millis_testing 10512.22671099822 usercpu_time_millis_testing 10607.457725011045 usercpu_time_millis_testing 10706.406855999376 usercpu_time_millis_testing 10801.504610004486 usercpu_time_millis_testing 10556.18177499855 usercpu_time_millis_testing 10658.147751004435 usercpu_time_millis_testing 10507.765715999994 usercpu_time_millis_training 162211.90683399618 usercpu_time_millis_training 161227.42845100584 usercpu_time_millis_training 161215.35681599926 usercpu_time_millis_training 161578.25323900033 usercpu_time_millis_training 163718.25689799152 usercpu_time_millis_training 161750.4845939984 usercpu_time_millis_training 162633.87312598934 usercpu_time_millis_training 164526.2949379976 usercpu_time_millis_training 163090.20647699072 usercpu_time_millis_training 160965.00666499196 wall_clock_time_millis 186821.94304466248 wall_clock_time_millis 187303.92956733704 wall_clock_time_millis 178371.21105194092 wall_clock_time_millis 189424.36957359314 wall_clock_time_millis 189901.2849330902 wall_clock_time_millis 179526.33380889893 wall_clock_time_millis 178693.88055801392 wall_clock_time_millis 189607.60712623596 wall_clock_time_millis 192944.6346759796 wall_clock_time_millis 186920.3064441681 wall_clock_time_millis_testing 10776.982545852661 wall_clock_time_millis_testing 11849.864959716797 wall_clock_time_millis_testing 10688.777685165405 wall_clock_time_millis_testing 11560.230493545532 wall_clock_time_millis_testing 11612.540245056152 wall_clock_time_millis_testing 10708.909511566162 wall_clock_time_millis_testing 12048.391819000244 wall_clock_time_millis_testing 12417.116403579712 wall_clock_time_millis_testing 11235.056161880493 wall_clock_time_millis_testing 11512.718200683594 wall_clock_time_millis_training 176044.9604988098 wall_clock_time_millis_training 175454.06460762024 wall_clock_time_millis_training 167682.4333667755 wall_clock_time_millis_training 177864.1390800476 wall_clock_time_millis_training 178288.74468803406 wall_clock_time_millis_training 168817.42429733276 wall_clock_time_millis_training 166645.48873901367 wall_clock_time_millis_training 177190.49072265625 wall_clock_time_millis_training 181709.57851409912 wall_clock_time_millis_training 175407.5882434845