581506 1 Jan van Rijn 37 Supervised Classification 2228 weka.SMO_PolyKernel(11) 2869 weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" E 1.0 2082 C 250007 2082 C 1.0 2228 N 0 2228 L 0.001 2228 P 1.0E-12 2228 V -1 2228 W 1 2228 K weka.classifiers.functions.supportVector.PolyKernel 2228 weka weka_3.7.13 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 2008798 description https://api.openml.org/data/download/2008798/weka_generated_run3536313263708719113.xml -1 2008800 model_readable https://api.openml.org/data/download/2008800/WekaModel_weka.classifiers.functions.SMO4168003831424525962.model -1 2008799 model_serialized https://api.openml.org/data/download/2008799/WekaSerialized_weka.classifiers.functions.SMO2000708415891989149.model -1 2008801 predictions https://api.openml.org/data/download/2008801/weka_generated_predictions5840488660527349213.arff area_under_roc_curve 0.712925 [0.712925,0.712925] average_cost 0 f_measure 0.757652 [0.834264,0.614719] kappa 0.454998 kb_relative_information_score 360.163756 mean_absolute_error 0.231771 mean_prior_absolute_error 0.454491 number_of_instances 768 [500,268] os_information [Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64] precision 0.763553 [0.780488,0.731959] predictive_accuracy 0.768229 prior_entropy 0.933487 recall 0.768229 [0.896,0.529851] relative_absolute_error 0.509957 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.481426 root_relative_squared_error 1.010039 scimark_benchmark 1330.151152 [781.8201173257278, 938.6044973518967, 484.5405689113658, 1167.6793468286396, 3278.111227609291] total_cost 0 usercpu_time_millis 30 usercpu_time_millis_testing 10 usercpu_time_millis_training 20 area_under_roc_curve 0.791852 [0.791852,0.791852] area_under_roc_curve 0.633704 [0.633704,0.633704] area_under_roc_curve 0.709259 [0.709259,0.709259] area_under_roc_curve 0.645185 [0.645185,0.645185] area_under_roc_curve 0.727778 [0.727778,0.727778] area_under_roc_curve 0.81037 [0.81037,0.81037] area_under_roc_curve 0.699259 [0.699259,0.699259] area_under_roc_curve 0.739259 [0.739259,0.739259] area_under_roc_curve 0.72 [0.72,0.72] area_under_roc_curve 0.650769 [0.650769,0.650769] 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 0.816468 [0.862745,0.730769] f_measure 0.68376 [0.788991,0.488889] f_measure 0.754564 [0.833333,0.608696] f_measure 0.699723 [0.814159,0.487805] f_measure 0.770002 [0.841121,0.638298] f_measure 0.830412 [0.871287,0.754717] f_measure 0.742943 [0.82243,0.595745] f_measure 0.78993 [0.864865,0.651163] f_measure 0.77398 [0.854545,0.619048] f_measure 0.69984 [0.792453,0.521739] kappa 0.593821 kappa 0.289611 kappa 0.449126 kappa 0.326531 kappa 0.484443 kappa 0.626074 kappa 0.423789 kappa 0.527993 kappa 0.484746 kappa 0.319218 kb_relative_information_score 45.041882 kb_relative_information_score 24.43559 kb_relative_information_score 35.88353 kb_relative_information_score 29.014766 kb_relative_information_score 38.173118 kb_relative_information_score 47.33147 kb_relative_information_score 33.593942 kb_relative_information_score 42.752294 kb_relative_information_score 38.837346 kb_relative_information_score 25.099818 mean_absolute_error 0.181818 mean_absolute_error 0.298701 mean_absolute_error 0.233766 mean_absolute_error 0.272727 mean_absolute_error 0.220779 mean_absolute_error 0.168831 mean_absolute_error 0.246753 mean_absolute_error 0.194805 mean_absolute_error 0.210526 mean_absolute_error 0.289474 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.452427 mean_prior_absolute_error 0.452427 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 0.815944 [0.846154,0.76] precision 0.687541 [0.728814,0.611111] precision 0.76218 [0.775862,0.736842] precision 0.724593 [0.730159,0.714286] precision 0.775632 [0.789474,0.75] precision 0.829954 [0.862745,0.769231] precision 0.746708 [0.77193,0.7] precision 0.817783 [0.786885,0.875] precision 0.793311 [0.783333,0.8125] precision 0.698684 [0.75,0.6] predictive_accuracy 0.818182 predictive_accuracy 0.701299 predictive_accuracy 0.766234 predictive_accuracy 0.727273 predictive_accuracy 0.779221 predictive_accuracy 0.831169 predictive_accuracy 0.753247 predictive_accuracy 0.805195 predictive_accuracy 0.789474 predictive_accuracy 0.710526 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 recall 0.818182 [0.88,0.703704] recall 0.701299 [0.86,0.407407] recall 0.766234 [0.9,0.518519] recall 0.727273 [0.92,0.37037] recall 0.779221 [0.9,0.555556] recall 0.831169 [0.88,0.740741] recall 0.753247 [0.88,0.518519] recall 0.805195 [0.96,0.518519] recall 0.789474 [0.94,0.5] recall 0.710526 [0.84,0.461538] relative_absolute_error 0.3996 relative_absolute_error 0.656485 relative_absolute_error 0.513771 relative_absolute_error 0.599399 relative_absolute_error 0.485228 relative_absolute_error 0.371057 relative_absolute_error 0.542314 relative_absolute_error 0.428142 relative_absolute_error 0.465327 relative_absolute_error 0.639825 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.47447 root_mean_prior_squared_error 0.47447 root_mean_squared_error 0.426401 root_mean_squared_error 0.546536 root_mean_squared_error 0.483494 root_mean_squared_error 0.522233 root_mean_squared_error 0.469871 root_mean_squared_error 0.410891 root_mean_squared_error 0.496743 root_mean_squared_error 0.441367 root_mean_squared_error 0.458831 root_mean_squared_error 0.538028 root_relative_squared_error 0.893595 root_relative_squared_error 1.145357 root_relative_squared_error 1.013242 root_relative_squared_error 1.094426 root_relative_squared_error 0.984694 root_relative_squared_error 0.86109 root_relative_squared_error 1.041007 root_relative_squared_error 0.924959 root_relative_squared_error 0.96704 root_relative_squared_error 1.133955 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 70 usercpu_time_millis 40 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 70 usercpu_time_millis_training 40 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 10 usercpu_time_millis_training 10 usercpu_time_millis_training 10