580040 1 Jan van Rijn 37 Supervised Classification 3910 weka.AdaBoostM1_IBk(5) 6353 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 10 -W weka.classifiers.lazy.IBk -- -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\"" K 1 1721 W 0 1721 A true 1721 P 100 3910 S 1 3910 I 10 3910 W weka.classifiers.lazy.IBk 3910 weka weka_3.7.13 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 2002940 description https://api.openml.org/data/download/2002940/weka_generated_run5859926236556024880.xml -1 2002942 model_readable https://api.openml.org/data/download/2002942/WekaModel_weka.classifiers.meta.AdaBoostM11206256890024301982.model -1 2002941 model_serialized https://api.openml.org/data/download/2002941/WekaSerialized_weka.classifiers.meta.AdaBoostM16024123030216746675.model -1 2002943 predictions https://api.openml.org/data/download/2002943/weka_generated_predictions4816497213754248393.arff area_under_roc_curve 0.672478 [0.672478,0.672478] average_cost 0 f_measure 0.700592 [0.776031,0.559846] kappa 0.336285 kb_relative_information_score 244.988262 mean_absolute_error 0.297461 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 0.698847 [0.762548,0.58] predictive_accuracy 0.703125 prior_entropy 0.933487 recall 0.703125 [0.79,0.541045] relative_absolute_error 0.654492 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.544078 root_relative_squared_error 1.141483 scimark_benchmark 1498.790802 [841.2060327911004, 1092.6878565884756, 564.0881775971698, 1336.7872955316093, 3659.1846492840223] total_cost 0 usercpu_time_millis 100 usercpu_time_millis_testing 40 usercpu_time_millis_training 60 area_under_roc_curve 0.753333 [0.753333,0.753333] area_under_roc_curve 0.630741 [0.630741,0.630741] area_under_roc_curve 0.666296 [0.666296,0.666296] area_under_roc_curve 0.620741 [0.620741,0.620741] area_under_roc_curve 0.573704 [0.573704,0.573704] area_under_roc_curve 0.657778 [0.657778,0.657778] area_under_roc_curve 0.680741 [0.680741,0.680741] area_under_roc_curve 0.679259 [0.679259,0.679259] area_under_roc_curve 0.65 [0.65,0.65] area_under_roc_curve 0.745385 [0.745385,0.745385] 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 0.778231 [0.831683,0.679245] f_measure 0.670504 [0.757282,0.509804] f_measure 0.690697 [0.755102,0.571429] f_measure 0.659155 [0.745098,0.5] f_measure 0.617784 [0.718447,0.431373] f_measure 0.688312 [0.76,0.555556] f_measure 0.727294 [0.814815,0.565217] f_measure 0.719852 [0.8,0.571429] f_measure 0.692511 [0.776699,0.530612] f_measure 0.754386 [0.8,0.666667] kappa 0.51102 kappa 0.268339 kappa 0.327021 kappa 0.245667 kappa 0.151273 kappa 0.315556 kappa 0.387917 kappa 0.374468 kappa 0.308544 kappa 0.469118 kb_relative_information_score 38.077153 kb_relative_information_score 19.796157 kb_relative_information_score 22.081282 kb_relative_information_score 17.511033 kb_relative_information_score 10.655659 kb_relative_information_score 22.081282 kb_relative_information_score 31.221779 kb_relative_information_score 28.936655 kb_relative_information_score 22.74337 kb_relative_information_score 31.883893 mean_absolute_error 0.221585 mean_absolute_error 0.325181 mean_absolute_error 0.312232 mean_absolute_error 0.338131 mean_absolute_error 0.376979 mean_absolute_error 0.312232 mean_absolute_error 0.260434 mean_absolute_error 0.273383 mean_absolute_error 0.3032 mean_absolute_error 0.25072 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 0.777517 [0.823529,0.692308] precision 0.667759 [0.735849,0.541667] precision 0.694003 [0.770833,0.551724] precision 0.656863 [0.730769,0.52] precision 0.614035 [0.698113,0.458333] precision 0.688312 [0.76,0.555556] precision 0.732529 [0.758621,0.684211] precision 0.719008 [0.763636,0.636364] precision 0.689888 [0.754717,0.565217] precision 0.765233 [0.844444,0.612903] predictive_accuracy 0.779221 predictive_accuracy 0.675325 predictive_accuracy 0.688312 predictive_accuracy 0.662338 predictive_accuracy 0.623377 predictive_accuracy 0.688312 predictive_accuracy 0.74026 predictive_accuracy 0.727273 predictive_accuracy 0.697368 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 0.779221 [0.84,0.666667] recall 0.675325 [0.78,0.481481] recall 0.688312 [0.74,0.592593] recall 0.662338 [0.76,0.481481] recall 0.623377 [0.74,0.407407] recall 0.688312 [0.76,0.555556] recall 0.74026 [0.88,0.481481] recall 0.727273 [0.84,0.518519] recall 0.697368 [0.8,0.5] recall 0.75 [0.76,0.730769] relative_absolute_error 0.486999 relative_absolute_error 0.714683 relative_absolute_error 0.686222 relative_absolute_error 0.743143 relative_absolute_error 0.828525 relative_absolute_error 0.686222 relative_absolute_error 0.572381 relative_absolute_error 0.600841 relative_absolute_error 0.670165 relative_absolute_error 0.554168 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 0.469195 root_mean_squared_error 0.568982 root_mean_squared_error 0.557486 root_mean_squared_error 0.58025 root_mean_squared_error 0.612812 root_mean_squared_error 0.557486 root_mean_squared_error 0.508913 root_mean_squared_error 0.521481 root_mean_squared_error 0.549328 root_mean_squared_error 0.499281 root_relative_squared_error 0.983277 root_relative_squared_error 1.192396 root_relative_squared_error 1.168305 root_relative_squared_error 1.21601 root_relative_squared_error 1.28425 root_relative_squared_error 1.168305 root_relative_squared_error 1.066513 root_relative_squared_error 1.09285 root_relative_squared_error 1.157772 root_relative_squared_error 1.052292 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 140 usercpu_time_millis 90 usercpu_time_millis 60 usercpu_time_millis 50 usercpu_time_millis 50 usercpu_time_millis 50 usercpu_time_millis 50 usercpu_time_millis 50 usercpu_time_millis 40 usercpu_time_millis 50 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_training 130 usercpu_time_millis_training 80 usercpu_time_millis_training 60 usercpu_time_millis_training 50 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 50 usercpu_time_millis_training 40 usercpu_time_millis_training 40