10434028 8323 Heinrich Peters 9952 Supervised Classification 16345 sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1) 8255696 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 0.08200442824551421 13389 cache_size 200 13389 class_weight null 13389 coef0 0.5680164008176842 13389 decision_function_shape "ovr" 13389 degree 5 13389 gamma 0.011344266977438774 13389 kernel "rbf" 13389 max_iter -1 13389 probability true 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. 1489 phoneme https://www.openml.org/data/download/1592281/php8Mz7BG -1 21790885 description https://api.openml.org/data/download/21790885/description.xml -1 21790886 predictions https://api.openml.org/data/download/21790886/predictions.arff area_under_roc_curve 0.8050857688113053 [0.805086,0.805086] average_cost 0 f_measure 0.7477241192100248 [0.833081,0.542244] kappa 0.37751960301156895 kb_relative_information_score 0.25213255472270857 mean_absolute_error 0.31123541744286154 mean_prior_absolute_error 0.4147357447231523 weighted_recall 0.7553663952627683 [0.864065,0.493695] number_of_instances 5404 [3818,1586] precision 0.7447053934279279 [0.804242,0.601382] predictive_accuracy 0.7553663952627683 prior_entropy 0.8731822780289229 relative_absolute_error 0.7504427129873261 root_mean_prior_squared_error 0.4553593089081206 root_mean_squared_error 0.39775581026277185 root_relative_squared_error 0.8734988007965121 total_cost 0 unweighted_recall 0.6788798926172368 [0.864065,0.493695] area_under_roc_curve 0.783232901972406 [0.783233,0.783233] area_under_roc_curve 0.8222200270012184 [0.82222,0.82222] area_under_roc_curve 0.7705801969113241 [0.77058,0.77058] area_under_roc_curve 0.8004708749053311 [0.800471,0.800471] area_under_roc_curve 0.8001855656438465 [0.800186,0.800186] area_under_roc_curve 0.8012625091125986 [0.801263,0.801263] area_under_roc_curve 0.8541818543309696 [0.854182,0.854182] area_under_roc_curve 0.8043193717277486 [0.804319,0.804319] area_under_roc_curve 0.7994519552980406 [0.799452,0.799452] area_under_roc_curve 0.8194176199673154 [0.819418,0.819418] 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 0.7343742871750503 [0.8275,0.510638] f_measure 0.758479391955271 [0.836735,0.57047] f_measure 0.7220095105649005 [0.818068,0.491228] f_measure 0.7703217968051963 [0.84399,0.593333] f_measure 0.7396970414602657 [0.828715,0.524476] f_measure 0.7536983569404382 [0.831836,0.564784] f_measure 0.7502155561744623 [0.834387,0.546713] f_measure 0.7455010561097518 [0.837267,0.523636] f_measure 0.7429699044308615 [0.831234,0.531469] f_measure 0.7583149847633475 [0.84131,0.559441] kappa 0.34191876454410824 kappa 0.4082176796335544 kappa 0.31259146314747166 kappa 0.4380991299313822 kappa 0.355744262755281 kappa 0.397198173017929 kappa 0.3830670480708854 kappa 0.36571981923821817 kappa 0.3655636803619339 kappa 0.40344047556420654 kb_relative_information_score 0.2316566220031966 kb_relative_information_score 0.2644085403394264 kb_relative_information_score 0.21467921982917862 kb_relative_information_score 0.25643549538526966 kb_relative_information_score 0.24938914905023224 kb_relative_information_score 0.2377120934298559 kb_relative_information_score 0.2932535456517601 kb_relative_information_score 0.2534642671458689 kb_relative_information_score 0.24263459083713296 kb_relative_information_score 0.2778037830631913 mean_absolute_error 0.3188755398676087 mean_absolute_error 0.3086590769968852 mean_absolute_error 0.3235781722196738 mean_absolute_error 0.30987311829413744 mean_absolute_error 0.3123691703728052 mean_absolute_error 0.3164687716056197 mean_absolute_error 0.29760199357682465 mean_absolute_error 0.30845089080770344 mean_absolute_error 0.3141422865135011 mean_absolute_error 0.3023054426227334 mean_prior_absolute_error 0.4149066245966177 mean_prior_absolute_error 0.4149066245966177 mean_prior_absolute_error 0.4149066245966177 mean_prior_absolute_error 0.4149066245966177 mean_prior_absolute_error 0.41436675299050424 mean_prior_absolute_error 0.41436675299050424 mean_prior_absolute_error 0.41436675299050424 mean_prior_absolute_error 0.41436675299050424 mean_prior_absolute_error 0.415131335553089 mean_prior_absolute_error 0.415131335553089 number_of_instances 541 [382,159] number_of_instances 541 [382,159] number_of_instances 541 [382,159] number_of_instances 541 [382,159] number_of_instances 540 [382,158] number_of_instances 540 [382,158] number_of_instances 540 [382,158] number_of_instances 540 [382,158] number_of_instances 540 [381,159] number_of_instances 540 [381,159] precision 0.7311755890909695 [0.791866,0.585366] precision 0.7558443768338986 [0.81592,0.611511] precision 0.7179490605675939 [0.785542,0.555556] precision 0.7680438116962284 [0.825,0.631206] precision 0.7363366931859043 [0.798544,0.585938] precision 0.751248648729757 [0.816121,0.594406] precision 0.7472177808746241 [0.806846,0.603053] precision 0.7436416048709192 [0.79669,0.615385] precision 0.7399640722875743 [0.799031,0.598425] precision 0.7560713809078949 [0.808717,0.629921] predictive_accuracy 0.7449168207024031 predictive_accuracy 0.7634011090573013 predictive_accuracy 0.7319778188539742 predictive_accuracy 0.7744916820702403 predictive_accuracy 0.7481481481481481 predictive_accuracy 0.7574074074074075 predictive_accuracy 0.7574074074074075 predictive_accuracy 0.7574074074074075 predictive_accuracy 0.7518518518518519 predictive_accuracy 0.7666666666666667 prior_entropy 0.8737066175945942 prior_entropy 0.8737066175945942 prior_entropy 0.8737066175945942 prior_entropy 0.8737066175945942 prior_entropy 0.8720500383981036 prior_entropy 0.8720500383981036 prior_entropy 0.8720500383981036 prior_entropy 0.8720500383981036 prior_entropy 0.8743961361606727 prior_entropy 0.8743961361606727 relative_absolute_error 0.7685477188454806 relative_absolute_error 0.74392419570782 relative_absolute_error 0.7798819132720871 relative_absolute_error 0.7468502547902282 relative_absolute_error 0.7538470886441112 relative_absolute_error 0.7637407425225353 relative_absolute_error 0.718209150297453 relative_absolute_error 0.7443910221599559 relative_absolute_error 0.756729881869703 relative_absolute_error 0.7282163901695471 root_mean_prior_squared_error 0.45554690217666205 root_mean_prior_squared_error 0.45554690217666205 root_mean_prior_squared_error 0.45554690217666205 root_mean_prior_squared_error 0.45554690217666205 root_mean_prior_squared_error 0.454953963029931 root_mean_prior_squared_error 0.454953963029931 root_mean_prior_squared_error 0.454953963029931 root_mean_prior_squared_error 0.454953963029931 root_mean_prior_squared_error 0.45579347410776366 root_mean_prior_squared_error 0.45579347410776366 root_mean_squared_error 0.4071754491541049 root_mean_squared_error 0.39192145497900704 root_mean_squared_error 0.41269770923890525 root_mean_squared_error 0.39697627422195 root_mean_squared_error 0.4003826191100701 root_mean_squared_error 0.39994413989884103 root_mean_squared_error 0.3767271230543664 root_mean_squared_error 0.3979579685267389 root_mean_squared_error 0.40242006605521935 root_mean_squared_error 0.3902164626742809 root_relative_squared_error 0.8938167446832981 root_relative_squared_error 0.8603317311705021 root_relative_squared_error 0.9059390092808934 root_relative_squared_error 0.8714278866240687 root_relative_squared_error 0.8800508439218262 root_relative_squared_error 0.879087055831469 root_relative_squared_error 0.8280554818017529 root_relative_squared_error 0.8747214023071552 root_relative_squared_error 0.8829000170372663 root_relative_squared_error 0.8561256025838178 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 unweighted_recall 0.6596611676380519 [0.866492,0.45283] unweighted_recall 0.6966149692120254 [0.858639,0.534591] unweighted_recall 0.6468273568441503 [0.853403,0.440252] unweighted_recall 0.7118113866113471 [0.863874,0.559748] unweighted_recall 0.6679700444032076 [0.861257,0.474684] unweighted_recall 0.6930711114056598 [0.848168,0.537975] unweighted_recall 0.6819371727748691 [0.863874,0.5] unweighted_recall 0.6689475777056133 [0.882199,0.455696] unweighted_recall 0.6720645768335562 [0.866142,0.477987] unweighted_recall 0.6898925370177784 [0.87664,0.503145] usercpu_time_millis 6255.6909030004135 usercpu_time_millis 6342.348304000097 usercpu_time_millis 6148.147058999712 usercpu_time_millis 6112.478569999894 usercpu_time_millis 5291.353891999734 usercpu_time_millis 4157.446825999614 usercpu_time_millis 3774.0982949999307 usercpu_time_millis 4089.919081000062 usercpu_time_millis 5536.942357000044 usercpu_time_millis 5938.434375999805 usercpu_time_millis_testing 88.59534300017913 usercpu_time_millis_testing 91.80951899998036 usercpu_time_millis_testing 88.59911399986231 usercpu_time_millis_testing 88.0748169997787 usercpu_time_millis_testing 51.78089799983354 usercpu_time_millis_testing 51.623548999941704 usercpu_time_millis_testing 51.736886000071536 usercpu_time_millis_testing 51.45514000014373 usercpu_time_millis_testing 87.4677070000871 usercpu_time_millis_testing 94.75133999967511 usercpu_time_millis_training 6167.095560000234 usercpu_time_millis_training 6250.538785000117 usercpu_time_millis_training 6059.547944999849 usercpu_time_millis_training 6024.403753000115 usercpu_time_millis_training 5239.5729939999 usercpu_time_millis_training 4105.823276999672 usercpu_time_millis_training 3722.361408999859 usercpu_time_millis_training 4038.463940999918 usercpu_time_millis_training 5449.4746499999565 usercpu_time_millis_training 5843.6830360001295 wall_clock_time_millis 6269.325494766235 wall_clock_time_millis 6342.418909072876 wall_clock_time_millis 6154.268503189087 wall_clock_time_millis 6116.832256317139 wall_clock_time_millis 5291.520118713379 wall_clock_time_millis 4157.453536987305 wall_clock_time_millis 3774.123191833496 wall_clock_time_millis 4089.932680130005 wall_clock_time_millis 5605.278015136719 wall_clock_time_millis 5938.596725463867 wall_clock_time_millis_testing 90.02065658569336 wall_clock_time_millis_testing 91.82000160217285 wall_clock_time_millis_testing 88.61112594604492 wall_clock_time_millis_testing 88.08612823486328 wall_clock_time_millis_testing 51.812171936035156 wall_clock_time_millis_testing 51.63240432739258 wall_clock_time_millis_testing 51.74612998962402 wall_clock_time_millis_testing 51.46455764770508 wall_clock_time_millis_testing 87.49628067016602 wall_clock_time_millis_testing 94.76280212402344 wall_clock_time_millis_training 6179.304838180542 wall_clock_time_millis_training 6250.598907470703 wall_clock_time_millis_training 6065.657377243042 wall_clock_time_millis_training 6028.746128082275 wall_clock_time_millis_training 5239.707946777344 wall_clock_time_millis_training 4105.821132659912 wall_clock_time_millis_training 3722.377061843872 wall_clock_time_millis_training 4038.4681224823 wall_clock_time_millis_training 5517.781734466553 wall_clock_time_millis_training 5843.833923339844 weighted_recall 0.744916820702403 [0.866492,0.45283] weighted_recall 0.7634011090573013 [0.858639,0.534591] weighted_recall 0.7319778188539742 [0.853403,0.440252] weighted_recall 0.7744916820702403 [0.863874,0.559748] weighted_recall 0.7481481481481481 [0.861257,0.474684] weighted_recall 0.7574074074074074 [0.848168,0.537975] weighted_recall 0.7574074074074074 [0.863874,0.5] weighted_recall 0.7574074074074074 [0.882199,0.455696] weighted_recall 0.7518518518518519 [0.866142,0.477987] weighted_recall 0.7666666666666667 [0.87664,0.503145]