575459 1 Jan van Rijn 37 Supervised Classification 3903 weka.DecisionTable(1) 6250 weka.classifiers.rules.DecisionTable -- -X 1 -S "weka.attributeSelection.BestFirst -D 1 -N 5" S weka.attributeSelection.BestFirst -D 1 -N 5 3903 X 1 3903 weka weka_3.7.13 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 1984682 description https://api.openml.org/data/download/1984682/weka_generated_run3239799929353757209.xml -1 1984684 model_readable https://api.openml.org/data/download/1984684/WekaModel_weka.classifiers.rules.DecisionTable8486422047274217229.model -1 1984683 model_serialized https://api.openml.org/data/download/1984683/WekaSerialized_weka.classifiers.rules.DecisionTable4008503262008210937.model -1 1984685 predictions https://api.openml.org/data/download/1984685/weka_generated_predictions6056304888256516049.arff area_under_roc_curve 0.791534 [0.791534,0.791534] average_cost 0 f_measure 0.733221 [0.81537,0.579957] kappa 0.400703 kb_relative_information_score 204.089143 mean_absolute_error 0.33721 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 0.735588 [0.767196,0.676617] predictive_accuracy 0.74349 prior_entropy 0.933487 recall 0.74349 [0.87,0.507463] relative_absolute_error 0.741951 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.418039 root_relative_squared_error 0.877053 scimark_benchmark 1311.536704 [686.7088592408321, 882.3054004290696, 515.726135997586, 1137.7778267566089, 3335.165297282601] total_cost 0 usercpu_time_millis 40 usercpu_time_millis_testing 0 usercpu_time_millis_training 40 area_under_roc_curve 0.852593 [0.852593,0.852593] area_under_roc_curve 0.732963 [0.732963,0.732963] area_under_roc_curve 0.865185 [0.865185,0.865185] area_under_roc_curve 0.798148 [0.798148,0.798148] area_under_roc_curve 0.756667 [0.756667,0.756667] area_under_roc_curve 0.842963 [0.842963,0.842963] area_under_roc_curve 0.777407 [0.777407,0.777407] area_under_roc_curve 0.791111 [0.791111,0.791111] area_under_roc_curve 0.753077 [0.753077,0.753077] area_under_roc_curve 0.771538 [0.771538,0.771538] 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 0.672752 [0.777778,0.478261] f_measure 0.742943 [0.82243,0.595745] f_measure 0.705903 [0.810811,0.511628] f_measure 0.685373 [0.764706,0.538462] f_measure 0.790249 [0.843137,0.692308] f_measure 0.746532 [0.819048,0.612245] f_measure 0.703491 [0.827586,0.473684] f_measure 0.693526 [0.814159,0.461538] f_measure 0.748787 [0.811881,0.627451] kappa 0.593821 kappa 0.265501 kappa 0.423789 kappa 0.339191 kappa 0.303693 kappa 0.535795 kappa 0.434043 kappa 0.339623 kappa 0.302448 kappa 0.439441 kb_relative_information_score 28.330647 kb_relative_information_score 14.174123 kb_relative_information_score 25.268625 kb_relative_information_score 19.367288 kb_relative_information_score 15.545506 kb_relative_information_score 24.212092 kb_relative_information_score 20.958101 kb_relative_information_score 18.926889 kb_relative_information_score 17.244667 kb_relative_information_score 20.061205 mean_absolute_error 0.297673 mean_absolute_error 0.371146 mean_absolute_error 0.315367 mean_absolute_error 0.344632 mean_absolute_error 0.360802 mean_absolute_error 0.320907 mean_absolute_error 0.333045 mean_absolute_error 0.344754 mean_absolute_error 0.348966 mean_absolute_error 0.334932 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 0.673227 [0.724138,0.578947] precision 0.746708 [0.77193,0.7] precision 0.720101 [0.737705,0.6875] precision 0.683377 [0.75,0.56] precision 0.789431 [0.826923,0.72] precision 0.746753 [0.781818,0.681818] precision 0.75915 [0.727273,0.818182] precision 0.71721 [0.730159,0.692308] precision 0.747843 [0.803922,0.64] predictive_accuracy 0.818182 predictive_accuracy 0.688312 predictive_accuracy 0.753247 predictive_accuracy 0.727273 predictive_accuracy 0.688312 predictive_accuracy 0.792208 predictive_accuracy 0.753247 predictive_accuracy 0.74026 predictive_accuracy 0.723684 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 0.818182 [0.88,0.703704] recall 0.688312 [0.84,0.407407] recall 0.753247 [0.88,0.518519] recall 0.727273 [0.9,0.407407] recall 0.688312 [0.78,0.518519] recall 0.792208 [0.86,0.666667] recall 0.753247 [0.86,0.555556] recall 0.74026 [0.96,0.333333] recall 0.723684 [0.92,0.346154] recall 0.75 [0.82,0.615385] relative_absolute_error 0.654226 relative_absolute_error 0.815703 relative_absolute_error 0.693113 relative_absolute_error 0.757433 relative_absolute_error 0.792971 relative_absolute_error 0.705288 relative_absolute_error 0.731965 relative_absolute_error 0.7577 relative_absolute_error 0.771321 relative_absolute_error 0.740302 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 0.380542 root_mean_squared_error 0.450311 root_mean_squared_error 0.386207 root_mean_squared_error 0.417861 root_mean_squared_error 0.442298 root_mean_squared_error 0.390467 root_mean_squared_error 0.430989 root_mean_squared_error 0.416063 root_mean_squared_error 0.43602 root_mean_squared_error 0.423565 root_relative_squared_error 0.797489 root_relative_squared_error 0.943702 root_relative_squared_error 0.809362 root_relative_squared_error 0.875696 root_relative_squared_error 0.926908 root_relative_squared_error 0.818289 root_relative_squared_error 0.903208 root_relative_squared_error 0.871928 root_relative_squared_error 0.918962 root_relative_squared_error 0.892712 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 130 usercpu_time_millis 120 usercpu_time_millis 50 usercpu_time_millis 60 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 40 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 130 usercpu_time_millis_training 120 usercpu_time_millis_training 50 usercpu_time_millis_training 60 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 40