10416244 1 Jan van Rijn 9952 Supervised Classification 16360 sklearn.svm.classes.SVC(32) 8253987 C 123.37837491865163 16360 cache_size 200 16360 class_weight null 16360 coef0 0.0 16360 decision_function_shape "ovr" 16360 degree 3 16360 gamma 0.0005536818771968 16360 kernel "rbf" 16360 max_iter -1 16360 probability false 16360 random_state 10989 16360 shrinking true 16360 tol 0.06297302366537236 16360 verbose false 16360 openml-python Sklearn_0.21.2. 1489 phoneme https://www.openml.org/data/download/1592281/php8Mz7BG -1 21754298 description https://api.openml.org/data/download/21754298/description.xml -1 21754299 predictions https://api.openml.org/data/download/21754299/predictions.arff area_under_roc_curve 0.723791927400374 [0.723792,0.723792] average_cost 0 f_measure 0.7759475905293818 [0.84472,0.61039] kappa 0.45530379950126615 kb_relative_information_score 0.4228146675120121 mean_absolute_error 0.22205773501110287 mean_prior_absolute_error 0.4147357447231523 number_of_instances 5404 [3818,1586] precision 0.7744420564072227 [0.834783,0.629183] predictive_accuracy 0.7779422649888972 prior_entropy 0.8731822780289229 recall 0.7779422649888971 [0.854898,0.592686] relative_absolute_error 0.53541981330626 root_mean_prior_squared_error 0.4553593089081206 root_mean_squared_error 0.4712300234610512 root_relative_squared_error 1.0348531681299895 total_cost 0 area_under_roc_curve 0.7173186473048174 [0.717319,0.717319] area_under_roc_curve 0.7574171029668411 [0.757417,0.757417] area_under_roc_curve 0.6905973196351542 [0.690597,0.690597] area_under_roc_curve 0.721772201916428 [0.721772,0.721772] area_under_roc_curve 0.7141294983100271 [0.714129,0.714129] area_under_roc_curve 0.7410862217509444 [0.741086,0.741086] area_under_roc_curve 0.74075485452979 [0.740755,0.740755] area_under_roc_curve 0.7122738418715621 [0.712274,0.712274] area_under_roc_curve 0.715817362452335 [0.715817,0.715817] area_under_roc_curve 0.7268360322884168 [0.726836,0.726836] 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 0.7718135713610482 [0.842784,0.601307] f_measure 0.7957366367443875 [0.853755,0.656347] f_measure 0.7493690046096759 [0.82732,0.562092] f_measure 0.7755543324862769 [0.845361,0.607843] f_measure 0.7708701329736758 [0.843188,0.596026] f_measure 0.7839250724655591 [0.846255,0.633229] f_measure 0.7893204349880208 [0.853437,0.634304] f_measure 0.7703665716999051 [0.84359,0.593333] f_measure 0.7697621826773025 [0.84088,0.599349] f_measure 0.7817036192119188 [0.8509,0.615894] kappa 0.44442760942760945 kappa 0.5101516424533611 kappa 0.3897811447811447 kappa 0.4535353535353534 kappa 0.4396815676668706 kappa 0.47950306465432013 kappa 0.48784663936077355 kappa 0.43753841950686423 kappa 0.44051349438997284 kappa 0.4673741135656344 kb_relative_information_score 0.414197482561163 kb_relative_information_score 0.4670157423302383 kb_relative_information_score 0.35657756281308134 kb_relative_information_score 0.42380080251917684 kb_relative_information_score 0.41199778972829937 kb_relative_information_score 0.4360962409689427 kb_relative_information_score 0.45537500196145736 kb_relative_information_score 0.4119977897282997 kb_relative_information_score 0.4087687036433115 kb_relative_information_score 0.4424160131920665 mean_absolute_error 0.2255083179297597 mean_absolute_error 0.20517560073937152 mean_absolute_error 0.2476894639556377 mean_absolute_error 0.22181146025878004 mean_absolute_error 0.22592592592592592 mean_absolute_error 0.21666666666666667 mean_absolute_error 0.20925925925925926 mean_absolute_error 0.22592592592592592 mean_absolute_error 0.22777777777777777 mean_absolute_error 0.21481481481481482 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 0.7699645346001636 [0.829949,0.62585] precision 0.7967936689668087 [0.859416,0.646341] precision 0.7472158196249029 [0.814721,0.585034] precision 0.7737559870960404 [0.832487,0.632653] precision 0.7688037785260008 [0.828283,0.625] precision 0.7845681946060515 [0.849604,0.627329] precision 0.7881902553228248 [0.845758,0.649007] precision 0.768151922890404 [0.826633,0.626761] precision 0.7679961849604707 [0.829082,0.621622] precision 0.7797510074588161 [0.833753,0.65035] predictive_accuracy 0.7744916820702403 predictive_accuracy 0.7948243992606285 predictive_accuracy 0.7523105360443623 predictive_accuracy 0.7781885397412199 predictive_accuracy 0.774074074074074 predictive_accuracy 0.7833333333333333 predictive_accuracy 0.7907407407407407 predictive_accuracy 0.774074074074074 predictive_accuracy 0.7722222222222223 predictive_accuracy 0.7851851851851852 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 recall 0.7744916820702403 [0.856021,0.578616] recall 0.7948243992606284 [0.848168,0.666667] recall 0.7523105360443623 [0.840314,0.540881] recall 0.7781885397412199 [0.858639,0.584906] recall 0.774074074074074 [0.858639,0.56962] recall 0.7833333333333333 [0.842932,0.639241] recall 0.7907407407407407 [0.861257,0.620253] recall 0.774074074074074 [0.861257,0.563291] recall 0.7722222222222223 [0.853018,0.578616] recall 0.7851851851851852 [0.868766,0.584906] relative_absolute_error 0.5435158287699174 relative_absolute_error 0.49451030322508877 relative_absolute_error 0.5969764020915487 relative_absolute_error 0.5346057332163123 relative_absolute_error 0.5452317887364465 relative_absolute_error 0.5228862236242972 relative_absolute_error 0.5050097715345775 relative_absolute_error 0.5452317887364465 relative_absolute_error 0.5486884710215967 relative_absolute_error 0.5174622978740261 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 0.47487716088453835 root_mean_squared_error 0.45296313397380533 root_mean_squared_error 0.49768410056544676 root_mean_squared_error 0.4709686404196993 root_mean_squared_error 0.4753166585823875 root_mean_squared_error 0.4654746681256314 root_mean_squared_error 0.45744864111642003 root_mean_squared_error 0.4753166585823875 root_mean_squared_error 0.4772607021092118 root_mean_squared_error 0.46348119143587135 root_relative_squared_error 1.042433081238208 root_relative_squared_error 0.9943282059640595 root_relative_squared_error 1.0924980461670308 root_relative_squared_error 1.033853239193045 root_relative_squared_error 1.044757705629914 root_relative_squared_error 1.023124768549402 root_relative_squared_error 1.0054833637888871 root_relative_squared_error 1.044757705629914 root_relative_squared_error 1.0470985856993043 root_relative_squared_error 1.0168666682715384 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 746.041518000311 usercpu_time_millis 734.1540639999948 usercpu_time_millis 783.155839999381 usercpu_time_millis 737.6062739995177 usercpu_time_millis 780.7809289997749 usercpu_time_millis 734.3526619997647 usercpu_time_millis 742.2544030005156 usercpu_time_millis 734.248791999562 usercpu_time_millis 725.4287490004572 usercpu_time_millis 732.2766799998135 usercpu_time_millis_testing 51.179940000110946 usercpu_time_millis_testing 51.65601200042147 usercpu_time_millis_testing 50.9014709996336 usercpu_time_millis_testing 51.39153599975543 usercpu_time_millis_testing 51.23614800049836 usercpu_time_millis_testing 51.36210399996344 usercpu_time_millis_testing 51.92201899990323 usercpu_time_millis_testing 51.37114799981646 usercpu_time_millis_testing 51.18366000078822 usercpu_time_millis_testing 51.467545999912545 usercpu_time_millis_training 694.8615780002001 usercpu_time_millis_training 682.4980519995734 usercpu_time_millis_training 732.2543689997474 usercpu_time_millis_training 686.2147379997623 usercpu_time_millis_training 729.5447809992766 usercpu_time_millis_training 682.9905579998012 usercpu_time_millis_training 690.3323840006124 usercpu_time_millis_training 682.8776439997455 usercpu_time_millis_training 674.245088999669 usercpu_time_millis_training 680.809133999901 wall_clock_time_millis 746.0598945617676 wall_clock_time_millis 734.7869873046875 wall_clock_time_millis 783.1957340240479 wall_clock_time_millis 738.2285594940186 wall_clock_time_millis 780.7960510253906 wall_clock_time_millis 734.3661785125732 wall_clock_time_millis 742.2759532928467 wall_clock_time_millis 734.2822551727295 wall_clock_time_millis 725.5041599273682 wall_clock_time_millis 732.2897911071777 wall_clock_time_millis_testing 51.18298530578613 wall_clock_time_millis_testing 51.66459083557129 wall_clock_time_millis_testing 50.90498924255371 wall_clock_time_millis_testing 51.39470100402832 wall_clock_time_millis_testing 51.2392520904541 wall_clock_time_millis_testing 51.36513710021973 wall_clock_time_millis_testing 51.9251823425293 wall_clock_time_millis_testing 51.37443542480469 wall_clock_time_millis_testing 51.18703842163086 wall_clock_time_millis_testing 51.47075653076172 wall_clock_time_millis_training 694.8769092559814 wall_clock_time_millis_training 683.1223964691162 wall_clock_time_millis_training 732.2907447814941 wall_clock_time_millis_training 686.8338584899902 wall_clock_time_millis_training 729.5567989349365 wall_clock_time_millis_training 683.0010414123535 wall_clock_time_millis_training 690.3507709503174 wall_clock_time_millis_training 682.9078197479248 wall_clock_time_millis_training 674.3171215057373 wall_clock_time_millis_training 680.819034576416