10407655 1 Jan van Rijn 37 Supervised Classification 16360 sklearn.svm.classes.SVC(32) 8245421 C 218.78644640658288 16360 cache_size 200 16360 class_weight null 16360 coef0 0.0 16360 decision_function_shape "ovr" 16360 degree 3 16360 gamma 0.18391625947457377 16360 kernel "rbf" 16360 max_iter -1 16360 probability false 16360 random_state 12382 16360 shrinking false 16360 tol 0.028786964310790773 16360 verbose false 16360 openml-python Sklearn_0.21.2. 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 21737098 description https://api.openml.org/data/download/21737098/description.xml -1 21737099 predictions https://api.openml.org/data/download/21737099/predictions.arff area_under_roc_curve 0.5 [0.5,0.5] average_cost 0 kappa 0 kb_relative_information_score 0.20072782412387716 mean_absolute_error 0.3489583333333333 mean_prior_absolute_error 0.4544913419913401 number_of_instances 768 [500,268] predictive_accuracy 0.6510416666666667 prior_entropy 0.9331348051619819 recall 0.6510416666666666 [1,0] relative_absolute_error 0.7677997380640583 root_mean_prior_squared_error 0.4766409223329586 root_mean_squared_error 0.590726953281576 root_relative_squared_error 1.2393542509741164 total_cost 0 area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] area_under_roc_curve 0.5 [0.5,0.5] 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 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.19815834886967554 kb_relative_information_score 0.19815834886967554 kb_relative_information_score 0.19815834886967554 kb_relative_information_score 0.19815834886967554 kb_relative_information_score 0.19815834886967554 kb_relative_information_score 0.19815834886967554 kb_relative_information_score 0.19815834886967554 kb_relative_information_score 0.19815834886967554 kb_relative_information_score 0.2112270730204588 kb_relative_information_score 0.2112270730204588 mean_absolute_error 0.35064935064935066 mean_absolute_error 0.35064935064935066 mean_absolute_error 0.35064935064935066 mean_absolute_error 0.35064935064935066 mean_absolute_error 0.35064935064935066 mean_absolute_error 0.35064935064935066 mean_absolute_error 0.35064935064935066 mean_absolute_error 0.35064935064935066 mean_absolute_error 0.34210526315789475 mean_absolute_error 0.34210526315789475 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] predictive_accuracy 0.6493506493506493 predictive_accuracy 0.6493506493506493 predictive_accuracy 0.6493506493506493 predictive_accuracy 0.6493506493506493 predictive_accuracy 0.6493506493506493 predictive_accuracy 0.6493506493506493 predictive_accuracy 0.6493506493506493 predictive_accuracy 0.6493506493506493 predictive_accuracy 0.6578947368421052 predictive_accuracy 0.6578947368421052 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 0.6493506493506493 [1,0] recall 0.6493506493506493 [1,0] recall 0.6493506493506493 [1,0] recall 0.6493506493506493 [1,0] recall 0.6493506493506493 [1,0] recall 0.6493506493506493 [1,0] recall 0.6493506493506493 [1,0] recall 0.6493506493506493 [1,0] recall 0.6578947368421053 [1,0] recall 0.6578947368421053 [1,0] relative_absolute_error 0.7706564851540191 relative_absolute_error 0.7706564851540191 relative_absolute_error 0.7706564851540191 relative_absolute_error 0.7706564851540191 relative_absolute_error 0.7706564851540191 relative_absolute_error 0.7706564851540191 relative_absolute_error 0.7706564851540191 relative_absolute_error 0.7706564851540191 relative_absolute_error 0.756156519111647 relative_absolute_error 0.756156519111647 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 0.592156525463792 root_mean_squared_error 0.592156525463792 root_mean_squared_error 0.592156525463792 root_mean_squared_error 0.592156525463792 root_mean_squared_error 0.592156525463792 root_mean_squared_error 0.592156525463792 root_mean_squared_error 0.592156525463792 root_mean_squared_error 0.592156525463792 root_mean_squared_error 0.5848976518656018 root_mean_squared_error 0.5848976518656018 root_relative_squared_error 1.2409627684491944 root_relative_squared_error 1.2409627684491944 root_relative_squared_error 1.2409627684491944 root_relative_squared_error 1.2409627684491944 root_relative_squared_error 1.2409627684491944 root_relative_squared_error 1.2409627684491944 root_relative_squared_error 1.2409627684491944 root_relative_squared_error 1.2409627684491944 root_relative_squared_error 1.2327390456645784 root_relative_squared_error 1.2327390456645784 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 33.94890400022632 usercpu_time_millis 33.55951900039145 usercpu_time_millis 33.85832699950697 usercpu_time_millis 33.64406099990447 usercpu_time_millis 33.633393999934924 usercpu_time_millis 33.72800999977699 usercpu_time_millis 33.623427000293304 usercpu_time_millis 33.55012100018939 usercpu_time_millis 34.109569000065676 usercpu_time_millis 33.94967199983512 usercpu_time_millis_testing 2.4697080002624716 usercpu_time_millis_testing 2.5031140003193286 usercpu_time_millis_testing 2.436162999856606 usercpu_time_millis_testing 2.443295999910333 usercpu_time_millis_testing 2.4258710000140127 usercpu_time_millis_testing 2.401243999884173 usercpu_time_millis_testing 2.453982000133692 usercpu_time_millis_testing 2.5013150002450857 usercpu_time_millis_testing 2.4431890001324064 usercpu_time_millis_testing 2.4496309997630306 usercpu_time_millis_training 31.47919599996385 usercpu_time_millis_training 31.056405000072118 usercpu_time_millis_training 31.422163999650365 usercpu_time_millis_training 31.200764999994135 usercpu_time_millis_training 31.20752299992091 usercpu_time_millis_training 31.326765999892814 usercpu_time_millis_training 31.169445000159612 usercpu_time_millis_training 31.048805999944307 usercpu_time_millis_training 31.66637999993327 usercpu_time_millis_training 31.500041000072088 wall_clock_time_millis 33.95700454711914 wall_clock_time_millis 33.568382263183594 wall_clock_time_millis 33.86640548706055 wall_clock_time_millis 33.65182876586914 wall_clock_time_millis 33.64205360412598 wall_clock_time_millis 33.73551368713379 wall_clock_time_millis 33.631324768066406 wall_clock_time_millis 33.55884552001953 wall_clock_time_millis 34.11221504211426 wall_clock_time_millis 33.957481384277344 wall_clock_time_millis_testing 2.472400665283203 wall_clock_time_millis_testing 2.5064945220947266 wall_clock_time_millis_testing 2.4390220642089844 wall_clock_time_millis_testing 2.445697784423828 wall_clock_time_millis_testing 2.428770065307617 wall_clock_time_millis_testing 2.4039745330810547 wall_clock_time_millis_testing 2.4564266204833984 wall_clock_time_millis_testing 2.504110336303711 wall_clock_time_millis_testing 2.4459362030029297 wall_clock_time_millis_testing 2.452373504638672 wall_clock_time_millis_training 31.484603881835938 wall_clock_time_millis_training 31.061887741088867 wall_clock_time_millis_training 31.427383422851562 wall_clock_time_millis_training 31.206130981445312 wall_clock_time_millis_training 31.21328353881836 wall_clock_time_millis_training 31.331539154052734 wall_clock_time_millis_training 31.174898147583008 wall_clock_time_millis_training 31.05473518371582 wall_clock_time_millis_training 31.666278839111328 wall_clock_time_millis_training 31.505107879638672