10409826 1 Jan van Rijn 37 Supervised Classification 16360 sklearn.svm.classes.SVC(32) 8247590 C 22.655908617900717 16360 cache_size 200 16360 class_weight null 16360 coef0 -0.8622028306172058 16360 decision_function_shape "ovr" 16360 degree 3 16360 gamma 0.0013391425761131808 16360 kernel "sigmoid" 16360 max_iter -1 16360 probability false 16360 random_state 46838 16360 shrinking false 16360 tol 0.0015667166355394615 16360 verbose false 16360 openml-python Sklearn_0.21.2. 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 21741445 description https://api.openml.org/data/download/21741445/description.xml -1 21741446 predictions https://api.openml.org/data/download/21741446/predictions.arff area_under_roc_curve 0.5078507462686567 [0.507851,0.507851] average_cost 0 f_measure 0.5425052473563953 [0.777236,0.104575] kappa 0.019604919865821805 kb_relative_information_score 0.18283367093262048 mean_absolute_error 0.3567708333333333 mean_prior_absolute_error 0.4544913419913401 number_of_instances 768 [500,268] precision 0.5732283405431385 [0.654795,0.421053] predictive_accuracy 0.6432291666666667 prior_entropy 0.9331348051619819 recall 0.6432291666666666 [0.956,0.059701] relative_absolute_error 0.7849892844386268 root_mean_prior_squared_error 0.4766409223329586 root_mean_squared_error 0.5973029661179771 root_relative_squared_error 1.253150827239986 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 0.5255555555555556 [0.525556,0.525556] area_under_roc_curve 0.554074074074074 [0.554074,0.554074] area_under_roc_curve 0.4985185185185186 [0.498519,0.498519] area_under_roc_curve 0.5085185185185185 [0.508519,0.508519] area_under_roc_curve 0.48000000000000004 [0.48,0.48] area_under_roc_curve 0.47 [0.47,0.47] area_under_roc_curve 0.45 [0.45,0.45] 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 0.568208650853279 [0.77686,0.181818] f_measure 0.6001931952345176 [0.793388,0.242424] f_measure 0.5260997067448681 [0.774194,0.066667] f_measure 0.5332736229287953 [0.784,0.068966] f_measure 0.4987012987012987 [0.768,0] f_measure 0.5027813436029098 [0.764228,0] f_measure 0.48934319269247506 [0.743802,0] kappa 0.04757373929590858 kappa 0.11331183786273603 kappa 0.06224627875507448 kappa 0.06224627875507448 kappa 0.13170951736580971 kappa -0.003724394785847281 kappa 0.021647058823529533 kappa -0.0508235294117646 kappa -0.07617187500000007 kappa -0.12404580152671776 kb_relative_information_score 0.22785618780042838 kb_relative_information_score 0.25755402673118133 kb_relative_information_score 0.19815834886967554 kb_relative_information_score 0.19815834886967554 kb_relative_information_score 0.25755402673118133 kb_relative_information_score 0.16846050993892273 kb_relative_information_score 0.19815834886967554 kb_relative_information_score 0.13876267100816986 kb_relative_information_score 0.12021481221512681 kb_relative_information_score 0.05953997167823884 mean_absolute_error 0.33766233766233766 mean_absolute_error 0.3246753246753247 mean_absolute_error 0.35064935064935066 mean_absolute_error 0.35064935064935066 mean_absolute_error 0.3246753246753247 mean_absolute_error 0.36363636363636365 mean_absolute_error 0.35064935064935066 mean_absolute_error 0.37662337662337664 mean_absolute_error 0.3815789473684211 mean_absolute_error 0.40789473684210525 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 0.6051765136272179 [0.661972,0.5] precision 0.6727638558624474 [0.676056,0.666667] precision 0.5380835380835381 [0.648649,0.333333] precision 0.5995670995670995 [0.653333,0.5] precision 0.4155844155844156 [0.64,0] precision 0.42357606344628695 [0.643836,0] precision 0.41697553743513716 [0.633803,0] predictive_accuracy 0.6623376623376623 predictive_accuracy 0.6753246753246753 predictive_accuracy 0.6493506493506493 predictive_accuracy 0.6493506493506493 predictive_accuracy 0.6753246753246753 predictive_accuracy 0.6363636363636364 predictive_accuracy 0.6493506493506493 predictive_accuracy 0.6233766233766234 predictive_accuracy 0.618421052631579 predictive_accuracy 0.5921052631578947 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 0.6493506493506493 [0.94,0.111111] recall 0.6753246753246753 [0.96,0.148148] recall 0.6363636363636364 [0.96,0.037037] recall 0.6493506493506493 [0.98,0.037037] recall 0.6233766233766234 [0.96,0] recall 0.618421052631579 [0.94,0] recall 0.5921052631578947 [0.9,0] relative_absolute_error 0.742113652370537 relative_absolute_error 0.7135708195870546 relative_absolute_error 0.7706564851540191 relative_absolute_error 0.7706564851540191 relative_absolute_error 0.7135708195870546 relative_absolute_error 0.7991993179375014 relative_absolute_error 0.7706564851540191 relative_absolute_error 0.8277421507209834 relative_absolute_error 0.8434053482399141 relative_absolute_error 0.9015712343254253 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 0.592156525463792 root_mean_squared_error 0.5698028822981898 root_mean_squared_error 0.6030226891555273 root_mean_squared_error 0.592156525463792 root_mean_squared_error 0.6136964857512031 root_mean_squared_error 0.6177207681213422 root_mean_squared_error 0.6386663736585051 root_relative_squared_error 1.217765157217718 root_relative_squared_error 1.1941169806974095 root_relative_squared_error 1.2409627684491944 root_relative_squared_error 1.2409627684491944 root_relative_squared_error 1.1941169806974095 root_relative_squared_error 1.2637346268978644 root_relative_squared_error 1.2409627684491944 root_relative_squared_error 1.28610334801068 root_relative_squared_error 1.3019175367728593 root_relative_squared_error 1.3460628085112418 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 14.393715000096563 usercpu_time_millis 14.187741999990067 usercpu_time_millis 13.892232000102922 usercpu_time_millis 13.715984999976172 usercpu_time_millis 13.93528799997057 usercpu_time_millis 13.847082999859595 usercpu_time_millis 13.718126000071607 usercpu_time_millis 13.828772000010758 usercpu_time_millis 13.84391199997026 usercpu_time_millis 13.691483000116023 usercpu_time_millis_testing 1.2394200000471756 usercpu_time_millis_testing 1.316395999992892 usercpu_time_millis_testing 1.2139310000520709 usercpu_time_millis_testing 1.2719430000061038 usercpu_time_millis_testing 1.2324169999828882 usercpu_time_millis_testing 1.222286999905009 usercpu_time_millis_testing 1.2344380000968158 usercpu_time_millis_testing 1.2079620000804425 usercpu_time_millis_testing 1.2551840000014636 usercpu_time_millis_testing 1.236268000070595 usercpu_time_millis_training 13.154295000049387 usercpu_time_millis_training 12.871345999997175 usercpu_time_millis_training 12.678301000050851 usercpu_time_millis_training 12.444041999970068 usercpu_time_millis_training 12.702870999987681 usercpu_time_millis_training 12.624795999954586 usercpu_time_millis_training 12.48368799997479 usercpu_time_millis_training 12.620809999930316 usercpu_time_millis_training 12.588727999968796 usercpu_time_millis_training 12.455215000045428 wall_clock_time_millis 14.39809799194336 wall_clock_time_millis 14.192581176757812 wall_clock_time_millis 13.897180557250977 wall_clock_time_millis 13.719797134399414 wall_clock_time_millis 13.939619064331055 wall_clock_time_millis 13.851165771484375 wall_clock_time_millis 13.722658157348633 wall_clock_time_millis 13.832807540893555 wall_clock_time_millis 13.848543167114258 wall_clock_time_millis 13.695001602172852 wall_clock_time_millis_testing 1.2416839599609375 wall_clock_time_millis_testing 1.3186931610107422 wall_clock_time_millis_testing 1.2164115905761719 wall_clock_time_millis_testing 1.27410888671875 wall_clock_time_millis_testing 1.2345314025878906 wall_clock_time_millis_testing 1.2242794036865234 wall_clock_time_millis_testing 1.2369155883789062 wall_clock_time_millis_testing 1.2102127075195312 wall_clock_time_millis_testing 1.2574195861816406 wall_clock_time_millis_testing 1.238107681274414 wall_clock_time_millis_training 13.156414031982422 wall_clock_time_millis_training 12.87388801574707 wall_clock_time_millis_training 12.680768966674805 wall_clock_time_millis_training 12.445688247680664 wall_clock_time_millis_training 12.705087661743164 wall_clock_time_millis_training 12.626886367797852 wall_clock_time_millis_training 12.485742568969727 wall_clock_time_millis_training 12.622594833374023 wall_clock_time_millis_training 12.591123580932617 wall_clock_time_millis_training 12.456893920898438