1810833 1 Jan van Rijn 37 Supervised Classification 3554 weka.AttributeSelectedClassifier_MultilayerPerceptron(1) 8989 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H 10 L 0.3 1820 M 0.2 1820 N 500 1820 V 0 1820 S 0 1820 E 20 1820 H 10 1820 E weka.attributeSelection.CfsSubsetEval -P 1 -E 1 3554 S weka.attributeSelection.BestFirst -D 1 -N 5 3554 W weka.classifiers.functions.MultilayerPerceptron 3554 weka weka_3.7.13 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 4536613 description https://api.openml.org/data/download/4536613/weka_generated_run4368067211962324335.xml -1 4536616 model_readable https://api.openml.org/data/download/4536616/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier9045991582756206299.model -1 4536615 model_serialized https://api.openml.org/data/download/4536615/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier5762313254829731355.model -1 4536614 predictions https://api.openml.org/data/download/4536614/weka_generated_predictions1105432232533881526.arff area_under_roc_curve 0.830097 [0.830097,0.830097] average_cost 0 f_measure 0.763048 [0.829175,0.639676] kappa 0.470665 kb_relative_information_score 283.573227 mean_absolute_error 0.288321 mean_prior_absolute_error 0.454491 number_of_instances 768 [500,268] precision 0.762873 [0.797048,0.699115] predictive_accuracy 0.768229 prior_entropy 0.933487 recall 0.768229 [0.864,0.589552] relative_absolute_error 0.634382 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.400748 root_relative_squared_error 0.840776 total_cost 0 area_under_roc_curve 0.90963 [0.90963,0.90963] area_under_roc_curve 0.74 [0.74,0.74] area_under_roc_curve 0.846667 [0.846667,0.846667] area_under_roc_curve 0.811111 [0.811111,0.811111] area_under_roc_curve 0.823704 [0.823704,0.823704] area_under_roc_curve 0.885185 [0.885185,0.885185] area_under_roc_curve 0.817037 [0.817037,0.817037] area_under_roc_curve 0.892593 [0.892593,0.892593] area_under_roc_curve 0.79 [0.79,0.79] area_under_roc_curve 0.838462 [0.838462,0.838462] 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 0.840919 [0.884615,0.76] f_measure 0.659155 [0.745098,0.5] f_measure 0.737811 [0.803922,0.615385] f_measure 0.727294 [0.814815,0.565217] f_measure 0.785102 [0.849057,0.666667] f_measure 0.830412 [0.871287,0.754717] f_measure 0.758239 [0.830189,0.625] f_measure 0.802302 [0.854369,0.705882] f_measure 0.738733 [0.82243,0.577778] f_measure 0.745988 [0.815534,0.612245] kappa 0.645706 kappa 0.245667 kappa 0.419744 kappa 0.387917 kappa 0.519126 kappa 0.626074 kappa 0.459016 kappa 0.561003 kappa 0.40625 kappa 0.428797 kb_relative_information_score 37.858173 kb_relative_information_score 19.000738 kb_relative_information_score 29.362407 kb_relative_information_score 24.644332 kb_relative_information_score 26.275298 kb_relative_information_score 29.752763 kb_relative_information_score 30.354781 kb_relative_information_score 34.979695 kb_relative_information_score 23.074532 kb_relative_information_score 28.270508 mean_absolute_error 0.239906 mean_absolute_error 0.33679 mean_absolute_error 0.281162 mean_absolute_error 0.310404 mean_absolute_error 0.30728 mean_absolute_error 0.285077 mean_absolute_error 0.279129 mean_absolute_error 0.255685 mean_absolute_error 0.310368 mean_absolute_error 0.277558 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 0.842817 [0.851852,0.826087] precision 0.656863 [0.730769,0.52] precision 0.736404 [0.788462,0.64] precision 0.732529 [0.758621,0.684211] precision 0.788961 [0.803571,0.761905] precision 0.829954 [0.862745,0.769231] precision 0.760668 [0.785714,0.714286] precision 0.802071 [0.830189,0.75] precision 0.741921 [0.77193,0.684211] precision 0.744463 [0.792453,0.652174] predictive_accuracy 0.844156 predictive_accuracy 0.662338 predictive_accuracy 0.74026 predictive_accuracy 0.74026 predictive_accuracy 0.792208 predictive_accuracy 0.831169 predictive_accuracy 0.766234 predictive_accuracy 0.805195 predictive_accuracy 0.75 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 0.844156 [0.92,0.703704] recall 0.662338 [0.76,0.481481] recall 0.74026 [0.82,0.592593] recall 0.74026 [0.88,0.481481] recall 0.792208 [0.9,0.592593] recall 0.831169 [0.88,0.740741] recall 0.766234 [0.88,0.555556] recall 0.805195 [0.88,0.666667] recall 0.75 [0.88,0.5] recall 0.75 [0.84,0.576923] relative_absolute_error 0.527266 relative_absolute_error 0.740198 relative_absolute_error 0.617937 relative_absolute_error 0.682206 relative_absolute_error 0.675339 relative_absolute_error 0.626542 relative_absolute_error 0.613469 relative_absolute_error 0.561943 relative_absolute_error 0.686007 relative_absolute_error 0.613488 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 0.349633 root_mean_squared_error 0.465436 root_mean_squared_error 0.402522 root_mean_squared_error 0.416948 root_mean_squared_error 0.398067 root_mean_squared_error 0.369179 root_mean_squared_error 0.40369 root_mean_squared_error 0.363294 root_mean_squared_error 0.424968 root_mean_squared_error 0.401524 root_relative_squared_error 0.732714 root_relative_squared_error 0.975399 root_relative_squared_error 0.843551 root_relative_squared_error 0.873784 root_relative_squared_error 0.834215 root_relative_squared_error 0.773675 root_relative_squared_error 0.845999 root_relative_squared_error 0.761343 root_relative_squared_error 0.895669 root_relative_squared_error 0.846258 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