10407890 1 Jan van Rijn 37 Supervised Classification 16360 sklearn.svm.classes.SVC(32) 8245656 C 300.6610380357411 16360 cache_size 200 16360 class_weight null 16360 coef0 0.697612945942681 16360 decision_function_shape "ovr" 16360 degree 3 16360 gamma 0.0016674168260076465 16360 kernel "sigmoid" 16360 max_iter -1 16360 probability false 16360 random_state 58373 16360 shrinking false 16360 tol 1.3650739685967841e-05 16360 verbose false 16360 openml-python Sklearn_0.21.2. 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 21737568 description https://api.openml.org/data/download/21737568/description.xml -1 21737569 predictions https://api.openml.org/data/download/21737569/predictions.arff area_under_roc_curve 0.5062537313432836 [0.506254,0.506254] average_cost 0 f_measure 0.5377040789427436 [0.779305,0.086957] kappa 0.015735907161903366 kb_relative_information_score 0.18581602979782993 mean_absolute_error 0.35546875 mean_prior_absolute_error 0.4544913419913401 number_of_instances 768 [500,268] precision 0.5721203823259071 [0.654003,0.419355] predictive_accuracy 0.64453125 prior_entropy 0.9331348051619819 recall 0.64453125 [0.964,0.048507] relative_absolute_error 0.7821243600428655 root_mean_prior_squared_error 0.4766409223329586 root_mean_squared_error 0.596212000885591 root_relative_squared_error 1.2508619653708746 total_cost 0 area_under_roc_curve 0.5185185185185185 [0.518519,0.518519] area_under_roc_curve 0.5455555555555556 [0.545556,0.545556] area_under_roc_curve 0.5255555555555556 [0.525556,0.525556] area_under_roc_curve 0.4885185185185186 [0.488519,0.488519] area_under_roc_curve 0.5355555555555556 [0.535556,0.535556] area_under_roc_curve 0.5085185185185185 [0.508519,0.508519] area_under_roc_curve 0.5185185185185185 [0.518519,0.518519] area_under_roc_curve 0.48000000000000004 [0.48,0.48] area_under_roc_curve 0.47 [0.47,0.47] area_under_roc_curve 0.47 [0.47,0.47] 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 0.5404040404040404 [0.793651,0.071429] f_measure 0.5852364263064499 [0.796748,0.193548] f_measure 0.568208650853279 [0.77686,0.181818] f_measure 0.518874254515482 [0.764228,0.064516] f_measure 0.5767111986374281 [0.786885,0.1875] f_measure 0.5332736229287953 [0.784,0.068966] f_measure 0.5404040404040404 [0.793651,0.071429] f_measure 0.4987012987012987 [0.768,0] f_measure 0.5027813436029098 [0.764228,0] f_measure 0.5027813436029098 [0.764228,0] kappa 0.04757373929590858 kappa 0.11331183786273603 kappa 0.06224627875507448 kappa -0.02855826807922625 kappa 0.08751139471285312 kappa 0.021647058823529533 kappa 0.04757373929590858 kappa -0.0508235294117646 kappa -0.07617187500000007 kappa -0.07617187500000007 kb_relative_information_score 0.22785618780042838 kb_relative_information_score 0.25755402673118133 kb_relative_information_score 0.19815834886967554 kb_relative_information_score 0.13876267100816986 kb_relative_information_score 0.22785618780042838 kb_relative_information_score 0.19815834886967554 kb_relative_information_score 0.22785618780042838 kb_relative_information_score 0.13876267100816986 kb_relative_information_score 0.12021481221512681 kb_relative_information_score 0.12021481221512681 mean_absolute_error 0.33766233766233766 mean_absolute_error 0.3246753246753247 mean_absolute_error 0.35064935064935066 mean_absolute_error 0.37662337662337664 mean_absolute_error 0.33766233766233766 mean_absolute_error 0.35064935064935066 mean_absolute_error 0.33766233766233766 mean_absolute_error 0.37662337662337664 mean_absolute_error 0.3815789473684211 mean_absolute_error 0.3815789473684211 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.4550008433125322 mean_prior_absolute_error 0.45242652084757423 mean_prior_absolute_error 0.45242652084757423 number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 76 [50,26] number_of_instances 76 [50,26] precision 0.7778537252221464 [0.657895,1] precision 0.698852517345668 [0.671233,0.75] precision 0.6051765136272179 [0.661972,0.5] precision 0.5057374132716599 [0.643836,0.25] precision 0.6432900432900432 [0.666667,0.6] precision 0.5995670995670995 [0.653333,0.5] precision 0.7778537252221464 [0.657895,1] precision 0.4155844155844156 [0.64,0] precision 0.42357606344628695 [0.643836,0] precision 0.42357606344628695 [0.643836,0] predictive_accuracy 0.6623376623376623 predictive_accuracy 0.6753246753246753 predictive_accuracy 0.6493506493506493 predictive_accuracy 0.6233766233766234 predictive_accuracy 0.6623376623376623 predictive_accuracy 0.6493506493506493 predictive_accuracy 0.6623376623376623 predictive_accuracy 0.6233766233766234 predictive_accuracy 0.618421052631579 predictive_accuracy 0.618421052631579 prior_entropy 0.9346519933901933 prior_entropy 0.9346519933901933 prior_entropy 0.9346519933901933 prior_entropy 0.9346519933901933 prior_entropy 0.9346519933901933 prior_entropy 0.9346519933901933 prior_entropy 0.9346519933901933 prior_entropy 0.9346519933901933 prior_entropy 0.9269862002370954 prior_entropy 0.9269862002370954 recall 0.6623376623376623 [1,0.037037] recall 0.6753246753246753 [0.98,0.111111] recall 0.6493506493506493 [0.94,0.111111] recall 0.6233766233766234 [0.94,0.037037] recall 0.6623376623376623 [0.96,0.111111] recall 0.6493506493506493 [0.98,0.037037] recall 0.6623376623376623 [1,0.037037] recall 0.6233766233766234 [0.96,0] recall 0.618421052631579 [0.94,0] recall 0.618421052631579 [0.94,0] relative_absolute_error 0.742113652370537 relative_absolute_error 0.7135708195870546 relative_absolute_error 0.7706564851540191 relative_absolute_error 0.8277421507209834 relative_absolute_error 0.742113652370537 relative_absolute_error 0.7706564851540191 relative_absolute_error 0.742113652370537 relative_absolute_error 0.8277421507209834 relative_absolute_error 0.8434053482399141 relative_absolute_error 0.8434053482399141 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4771750938215478 root_mean_prior_squared_error 0.4744699650121647 root_mean_prior_squared_error 0.4744699650121647 root_mean_squared_error 0.5810872031479765 root_mean_squared_error 0.5698028822981898 root_mean_squared_error 0.592156525463792 root_mean_squared_error 0.6136964857512031 root_mean_squared_error 0.5810872031479765 root_mean_squared_error 0.592156525463792 root_mean_squared_error 0.5810872031479765 root_mean_squared_error 0.6136964857512031 root_mean_squared_error 0.6177207681213422 root_mean_squared_error 0.6177207681213422 root_relative_squared_error 1.217765157217718 root_relative_squared_error 1.1941169806974095 root_relative_squared_error 1.2409627684491944 root_relative_squared_error 1.28610334801068 root_relative_squared_error 1.217765157217718 root_relative_squared_error 1.2409627684491944 root_relative_squared_error 1.217765157217718 root_relative_squared_error 1.28610334801068 root_relative_squared_error 1.3019175367728593 root_relative_squared_error 1.3019175367728593 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 11.544520999905217 usercpu_time_millis 11.474340000404482 usercpu_time_millis 14.208499000233132 usercpu_time_millis 11.909370999546809 usercpu_time_millis 11.525076999987505 usercpu_time_millis 11.445103000369272 usercpu_time_millis 11.406128000089666 usercpu_time_millis 11.387606999960553 usercpu_time_millis 11.283456000455772 usercpu_time_millis 11.3833400000658 usercpu_time_millis_testing 1.0877959998651932 usercpu_time_millis_testing 1.132719000452198 usercpu_time_millis_testing 1.6274390000035055 usercpu_time_millis_testing 1.1601369997151778 usercpu_time_millis_testing 1.1173570001119515 usercpu_time_millis_testing 1.0912220000136585 usercpu_time_millis_testing 1.0998719999406603 usercpu_time_millis_testing 1.083288999780052 usercpu_time_millis_testing 1.1110560003544379 usercpu_time_millis_testing 1.1015810000571946 usercpu_time_millis_training 10.456725000040024 usercpu_time_millis_training 10.341620999952283 usercpu_time_millis_training 12.581060000229627 usercpu_time_millis_training 10.749233999831631 usercpu_time_millis_training 10.407719999875553 usercpu_time_millis_training 10.353881000355614 usercpu_time_millis_training 10.306256000149006 usercpu_time_millis_training 10.304318000180501 usercpu_time_millis_training 10.172400000101334 usercpu_time_millis_training 10.281759000008606 wall_clock_time_millis 11.550188064575195 wall_clock_time_millis 11.48080825805664 wall_clock_time_millis 14.238357543945312 wall_clock_time_millis 11.91568374633789 wall_clock_time_millis 11.533498764038086 wall_clock_time_millis 11.453390121459961 wall_clock_time_millis 11.411905288696289 wall_clock_time_millis 11.395692825317383 wall_clock_time_millis 11.292457580566406 wall_clock_time_millis 11.389732360839844 wall_clock_time_millis_testing 1.0902881622314453 wall_clock_time_millis_testing 1.1355876922607422 wall_clock_time_millis_testing 1.6307830810546875 wall_clock_time_millis_testing 1.1625289916992188 wall_clock_time_millis_testing 1.1200904846191406 wall_clock_time_millis_testing 1.0938644409179688 wall_clock_time_millis_testing 1.1038780212402344 wall_clock_time_millis_testing 1.0859966278076172 wall_clock_time_millis_testing 1.1138916015625 wall_clock_time_millis_testing 1.1043548583984375 wall_clock_time_millis_training 10.45989990234375 wall_clock_time_millis_training 10.345220565795898 wall_clock_time_millis_training 12.607574462890625 wall_clock_time_millis_training 10.753154754638672 wall_clock_time_millis_training 10.413408279418945 wall_clock_time_millis_training 10.359525680541992 wall_clock_time_millis_training 10.308027267456055 wall_clock_time_millis_training 10.309696197509766 wall_clock_time_millis_training 10.178565979003906 wall_clock_time_millis_training 10.285377502441406