579559 1 Jan van Rijn 37 Supervised Classification 3564 weka.AttributeSelectedClassifier_J48(1) 6301 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 C 0.25 1720 M 2 1720 E weka.attributeSelection.CfsSubsetEval -P 1 -E 1 3564 S weka.attributeSelection.BestFirst -D 1 -N 5 3564 W weka.classifiers.trees.J48 3564 study_70 weka weka_3.7.13 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 2001015 description https://api.openml.org/data/download/2001015/weka_generated_run7760073535353498476.xml -1 2001017 model_readable https://api.openml.org/data/download/2001017/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier3274108615826543741.model -1 2001016 model_serialized https://api.openml.org/data/download/2001016/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier3421121714668693628.model -1 2001018 predictions https://api.openml.org/data/download/2001018/weka_generated_predictions1085278757181115889.arff area_under_roc_curve 0.783806 [0.783806,0.783806] average_cost 0 f_measure 0.735531 [0.817587,0.582441] kappa 0.405695 kb_relative_information_score 243.770551 mean_absolute_error 0.314938 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 0.738493 [0.768014,0.683417] predictive_accuracy 0.746094 prior_entropy 0.933487 recall 0.746094 [0.874,0.507463] relative_absolute_error 0.692946 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.420872 root_relative_squared_error 0.882995 scimark_benchmark 1390.2869 [782.5215649878919, 975.9205194753308, 522.2479703250616, 1262.7360459105068, 3408.008401459305] total_cost 0 usercpu_time_millis 20 usercpu_time_millis_testing 0 usercpu_time_millis_training 20 area_under_roc_curve 0.850741 [0.850741,0.850741] area_under_roc_curve 0.742593 [0.742593,0.742593] area_under_roc_curve 0.827037 [0.827037,0.827037] area_under_roc_curve 0.818148 [0.818148,0.818148] area_under_roc_curve 0.774815 [0.774815,0.774815] area_under_roc_curve 0.807407 [0.807407,0.807407] area_under_roc_curve 0.690741 [0.690741,0.690741] area_under_roc_curve 0.71 [0.71,0.71] area_under_roc_curve 0.760385 [0.760385,0.760385] area_under_roc_curve 0.736923 [0.736923,0.736923] 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 0.805982 [0.848485,0.727273] f_measure 0.693171 [0.780952,0.530612] f_measure 0.775943 [0.834951,0.666667] f_measure 0.692612 [0.817391,0.461538] f_measure 0.728321 [0.831858,0.536585] f_measure 0.734865 [0.807692,0.6] f_measure 0.694805 [0.8,0.5] f_measure 0.761921 [0.846847,0.604651] f_measure 0.69984 [0.792453,0.521739] f_measure 0.745988 [0.815534,0.612245] kappa 0.575835 kappa 0.314894 kappa 0.502471 kappa 0.313376 kappa 0.390671 kappa 0.409509 kappa 0.31417 kappa 0.465059 kappa 0.319218 kappa 0.428797 kb_relative_information_score 30.232761 kb_relative_information_score 20.506747 kb_relative_information_score 30.996423 kb_relative_information_score 27.092259 kb_relative_information_score 22.582759 kb_relative_information_score 28.966551 kb_relative_information_score 17.497158 kb_relative_information_score 22.91719 kb_relative_information_score 18.347881 kb_relative_information_score 24.630822 mean_absolute_error 0.290072 mean_absolute_error 0.331061 mean_absolute_error 0.27566 mean_absolute_error 0.295016 mean_absolute_error 0.331029 mean_absolute_error 0.285984 mean_absolute_error 0.356434 mean_absolute_error 0.335874 mean_absolute_error 0.341916 mean_absolute_error 0.306576 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 0.80705 [0.857143,0.714286] precision 0.691263 [0.745455,0.590909] precision 0.775208 [0.811321,0.708333] precision 0.732517 [0.723077,0.75] precision 0.759946 [0.746032,0.785714] precision 0.733735 [0.777778,0.652174] precision 0.703081 [0.733333,0.647059] precision 0.785222 [0.770492,0.8125] precision 0.698684 [0.75,0.6] precision 0.744463 [0.792453,0.652174] predictive_accuracy 0.805195 predictive_accuracy 0.701299 predictive_accuracy 0.779221 predictive_accuracy 0.727273 predictive_accuracy 0.753247 predictive_accuracy 0.74026 predictive_accuracy 0.714286 predictive_accuracy 0.779221 predictive_accuracy 0.710526 predictive_accuracy 0.75 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 0.805195 [0.84,0.740741] recall 0.701299 [0.82,0.481481] recall 0.779221 [0.86,0.62963] recall 0.727273 [0.94,0.333333] recall 0.753247 [0.94,0.407407] recall 0.74026 [0.84,0.555556] recall 0.714286 [0.88,0.407407] recall 0.779221 [0.94,0.481481] recall 0.710526 [0.84,0.461538] recall 0.75 [0.84,0.576923] relative_absolute_error 0.637519 relative_absolute_error 0.727605 relative_absolute_error 0.605844 relative_absolute_error 0.648386 relative_absolute_error 0.727534 relative_absolute_error 0.628536 relative_absolute_error 0.783371 relative_absolute_error 0.738183 relative_absolute_error 0.755739 relative_absolute_error 0.677627 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 0.375297 root_mean_squared_error 0.452841 root_mean_squared_error 0.397711 root_mean_squared_error 0.411089 root_mean_squared_error 0.410478 root_mean_squared_error 0.391254 root_mean_squared_error 0.453955 root_mean_squared_error 0.413276 root_mean_squared_error 0.454404 root_mean_squared_error 0.440364 root_relative_squared_error 0.786497 root_relative_squared_error 0.949005 root_relative_squared_error 0.833469 root_relative_squared_error 0.861506 root_relative_squared_error 0.860226 root_relative_squared_error 0.819937 root_relative_squared_error 0.951338 root_relative_squared_error 0.86609 root_relative_squared_error 0.957709 root_relative_squared_error 0.928117 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 100 usercpu_time_millis 50 usercpu_time_millis 50 usercpu_time_millis 30 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis 10 usercpu_time_millis 20 usercpu_time_millis 20 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 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_training 100 usercpu_time_millis_training 50 usercpu_time_millis_training 40 usercpu_time_millis_training 30 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 10 usercpu_time_millis_training 20 usercpu_time_millis_training 20