10329327 8323 Heinrich Peters 53 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8184947 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 3.312343319204839 13389 cache_size 200 13389 class_weight null 13389 coef0 0.0 13389 decision_function_shape "ovr" 13389 degree 3 13389 gamma 4.733268526269414e-05 13389 kernel "rbf" 13389 max_iter -1 13389 probability false 13389 random_state 31886 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. 54 vehicle https://www.openml.org/data/download/54/dataset_54_vehicle.arff -1 21580351 description https://api.openml.org/data/download/21580351/description.xml -1 21580352 predictions https://api.openml.org/data/download/21580352/predictions.arff area_under_roc_curve 0.5184467993623921 [0.5,0.528584,0.533783,0.510244] average_cost 0 kappa 0.03704651368431355 kb_relative_information_score 0.13242526292136986 mean_absolute_error 0.35756501182033096 mean_prior_absolute_error 0.3748407731887084 number_of_instances 846 [212,217,218,199] predictive_accuracy 0.2848699763593381 prior_entropy 1.9990667866719984 recall 0.2848699763593381 [0,0.138249,0.944954,0.025126] relative_absolute_error 0.9539117337171851 root_mean_prior_squared_error 0.4329203297871725 root_mean_squared_error 0.5979674002989886 root_relative_squared_error 1.3812412103468432 total_cost 0 area_under_roc_curve 0.5161172161172162 [0.5,0.545455,0.52381,0.492308] area_under_roc_curve 0.507936507936508 [0.5,0.5,0.507937,0.525] area_under_roc_curve 0.507936507936508 [0.5,0.522727,0.507937,0.5] area_under_roc_curve 0.5158730158730158 [0.5,0.522727,0.515873,0.525] area_under_roc_curve 0.5158730158730158 [0.5,0.522727,0.515873,0.525] area_under_roc_curve 0.5161172161172162 [0.5,0.522727,0.52381,0.517308] area_under_roc_curve 0.5079365079365079 [0.5,0.522727,0.507937,0.5] area_under_roc_curve 0.5079365079365079 [0.5,0.52381,0.507937,0.5] area_under_roc_curve 0.5360943100358423 [0.5,0.539683,0.607038,0.492188] area_under_roc_curve 0.5593958013312852 [0.5,0.579365,0.628299,0.525] 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 0.032107522867276486 kappa 0.016240433078215426 kappa 0.015873015873015817 kappa 0.032107522867276486 kappa 0.032107522867276486 kappa 0.0324687441686882 kappa 0.015687015687015672 kappa 0.01587301587301589 kappa 0.07182320441988951 kappa 0.11899313501144163 kb_relative_information_score 0.12912184495983356 kb_relative_information_score 0.11554495001547553 kb_relative_information_score 0.11505167346063336 kb_relative_information_score 0.12961512151467564 kb_relative_information_score 0.12961512151467564 kb_relative_information_score 0.12961512151467564 kb_relative_information_score 0.10462579224968561 kb_relative_information_score 0.10478953778578544 kb_relative_information_score 0.1618260666580496 kb_relative_information_score 0.20497759817846808 mean_absolute_error 0.3588235294117647 mean_absolute_error 0.36470588235294116 mean_absolute_error 0.36470588235294116 mean_absolute_error 0.3588235294117647 mean_absolute_error 0.3588235294117647 mean_absolute_error 0.3588235294117647 mean_absolute_error 0.36904761904761907 mean_absolute_error 0.36904761904761907 mean_absolute_error 0.34523809523809523 mean_absolute_error 0.3273809523809524 mean_prior_absolute_error 0.37483044982698976 mean_prior_absolute_error 0.37483044982698976 mean_prior_absolute_error 0.37483044982698976 mean_prior_absolute_error 0.37483044982698976 mean_prior_absolute_error 0.37483044982698976 mean_prior_absolute_error 0.37483044982698976 mean_prior_absolute_error 0.37478291316526624 mean_prior_absolute_error 0.37490896358543435 mean_prior_absolute_error 0.37486694677871163 mean_prior_absolute_error 0.37486694677871163 number_of_instances 85 [21,22,22,20] number_of_instances 85 [21,22,22,20] number_of_instances 85 [21,22,22,20] number_of_instances 85 [21,22,22,20] number_of_instances 85 [21,22,22,20] number_of_instances 85 [21,22,22,20] number_of_instances 84 [22,22,21,19] number_of_instances 84 [22,21,21,20] number_of_instances 84 [21,21,22,20] number_of_instances 84 [21,21,22,20] predictive_accuracy 0.2823529411764706 predictive_accuracy 0.27058823529411763 predictive_accuracy 0.27058823529411763 predictive_accuracy 0.2823529411764706 predictive_accuracy 0.2823529411764706 predictive_accuracy 0.2823529411764706 predictive_accuracy 0.2619047619047619 predictive_accuracy 0.2619047619047619 predictive_accuracy 0.30952380952380953 predictive_accuracy 0.34523809523809523 prior_entropy 1.9989496630655892 prior_entropy 1.9989496630655892 prior_entropy 1.9989496630655892 prior_entropy 1.9989496630655892 prior_entropy 1.9989496630655892 prior_entropy 1.9989496630655892 prior_entropy 1.998373047127382 prior_entropy 1.9998531439726461 prior_entropy 1.99937603159913 prior_entropy 1.99937603159913 recall 0.2823529411764706 [0,0.090909,1,0] recall 0.27058823529411763 [0,0,1,0.05] recall 0.27058823529411763 [0,0.045455,1,0] recall 0.2823529411764706 [0,0.045455,1,0.05] recall 0.2823529411764706 [0,0.045455,1,0.05] recall 0.2823529411764706 [0,0.045455,1,0.05] recall 0.2619047619047619 [0,0.045455,1,0] recall 0.2619047619047619 [0,0.047619,1,0] recall 0.30952380952380953 [0,0.52381,0.681818,0] recall 0.34523809523809523 [0,0.52381,0.772727,0.05] relative_absolute_error 0.9572955707770984 relative_absolute_error 0.9729889407898377 relative_absolute_error 0.9729889407898377 relative_absolute_error 0.9572955707770984 relative_absolute_error 0.9572955707770984 relative_absolute_error 0.9572955707770984 relative_absolute_error 0.9846970234869856 relative_absolute_error 0.9843659525188183 relative_absolute_error 0.9209616857521807 relative_absolute_error 0.8733257364891368 root_mean_prior_squared_error 0.43290840668819885 root_mean_prior_squared_error 0.43290840668819885 root_mean_prior_squared_error 0.43290840668819885 root_mean_prior_squared_error 0.43290840668819885 root_mean_prior_squared_error 0.43290840668819885 root_mean_prior_squared_error 0.43290840668819885 root_mean_prior_squared_error 0.4328534993731614 root_mean_prior_squared_error 0.43299907891329226 root_mean_prior_squared_error 0.43295055783892555 root_mean_prior_squared_error 0.43295055783892555 root_mean_squared_error 0.5990188055576926 root_mean_squared_error 0.6039088361275575 root_mean_squared_error 0.6039088361275575 root_mean_squared_error 0.5990188055576926 root_mean_squared_error 0.5990188055576926 root_mean_squared_error 0.5990188055576926 root_mean_squared_error 0.6074928962939559 root_mean_squared_error 0.6074928962939559 root_mean_squared_error 0.5875696513930031 root_mean_squared_error 0.5721721352713294 root_relative_squared_error 1.383707953699163 root_relative_squared_error 1.39500371625382 root_relative_squared_error 1.39500371625382 root_relative_squared_error 1.383707953699163 root_relative_squared_error 1.383707953699163 root_relative_squared_error 1.383707953699163 root_relative_squared_error 1.403460748668312 root_relative_squared_error 1.4029888881486647 root_relative_squared_error 1.3571287546685686 root_relative_squared_error 1.3215646103502647 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 86.99401900230441 usercpu_time_millis 86.17632901587058 usercpu_time_millis 84.57131899194792 usercpu_time_millis 84.2174610006623 usercpu_time_millis 84.2290970031172 usercpu_time_millis 84.52363299147692 usercpu_time_millis 84.4486710120691 usercpu_time_millis 84.64165699842852 usercpu_time_millis 84.40944000903983 usercpu_time_millis 84.46975400147494 usercpu_time_millis_testing 5.7771499996306375 usercpu_time_millis_testing 7.190947013441473 usercpu_time_millis_testing 5.7399700017413124 usercpu_time_millis_testing 5.748983996454626 usercpu_time_millis_testing 5.717663996620104 usercpu_time_millis_testing 5.711919991881587 usercpu_time_millis_testing 5.615529007627629 usercpu_time_millis_testing 5.696884996723384 usercpu_time_millis_testing 5.6505550019210204 usercpu_time_millis_testing 5.685241005267017 usercpu_time_millis_training 81.21686900267377 usercpu_time_millis_training 78.9853820024291 usercpu_time_millis_training 78.8313489902066 usercpu_time_millis_training 78.46847700420767 usercpu_time_millis_training 78.5114330064971 usercpu_time_millis_training 78.81171299959533 usercpu_time_millis_training 78.83314200444147 usercpu_time_millis_training 78.94477200170513 usercpu_time_millis_training 78.7588850071188 usercpu_time_millis_training 78.78451299620792 wall_clock_time_millis 87.01825141906738 wall_clock_time_millis 86.21382713317871 wall_clock_time_millis 84.64264869689941 wall_clock_time_millis 84.2428207397461 wall_clock_time_millis 84.32126045227051 wall_clock_time_millis 84.55967903137207 wall_clock_time_millis 84.4717025756836 wall_clock_time_millis 84.67888832092285 wall_clock_time_millis 84.51986312866211 wall_clock_time_millis 84.49625968933105 wall_clock_time_millis_testing 5.789756774902344 wall_clock_time_millis_testing 7.2021484375 wall_clock_time_millis_testing 5.751609802246094 wall_clock_time_millis_testing 5.761623382568359 wall_clock_time_millis_testing 5.729436874389648 wall_clock_time_millis_testing 5.722999572753906 wall_clock_time_millis_testing 5.626678466796875 wall_clock_time_millis_testing 5.7086944580078125 wall_clock_time_millis_testing 5.661487579345703 wall_clock_time_millis_testing 5.698442459106445 wall_clock_time_millis_training 81.22849464416504 wall_clock_time_millis_training 79.01167869567871 wall_clock_time_millis_training 78.89103889465332 wall_clock_time_millis_training 78.48119735717773 wall_clock_time_millis_training 78.59182357788086 wall_clock_time_millis_training 78.83667945861816 wall_clock_time_millis_training 78.84502410888672 wall_clock_time_millis_training 78.97019386291504 wall_clock_time_millis_training 78.8583755493164 wall_clock_time_millis_training 78.79781723022461