67482 2 Joaquin Vanschoren 37 Supervised Classification 622 weka.RealAdaBoost_RandomTree(1) 1057 weka.classifiers.meta.RealAdaBoost -- -P 100 -H 1.0 -S 1 -I 10 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1 K 0 421 M 1.0 421 S 1 421 V 0.001 421 P 100 622 H 1.0 622 S 1 622 I 10 622 W weka.classifiers.trees.RandomTree 622 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 188873 description https://api.openml.org/data/download/188873/weka_generated_run7892186209786159262.xml -1 188876 model_readable https://api.openml.org/data/download/188876/WekaModel_weka.classifiers.meta.RealAdaBoost7558586645233901891.model -1 188875 model_serialized https://api.openml.org/data/download/188875/WekaSerialized_weka.classifiers.meta.RealAdaBoost5530455425911981415.model -1 188874 predictions https://api.openml.org/data/download/188874/weka_generated_predictions2386935941451021586.arff area_under_roc_curve 0.768265 [0.768265,0.768265] average_cost 0 build_cpu_time 0.086204 build_memory 231434483.59375 f_measure 0.749471 [0.817391,0.622754] kappa 0.441465 kb_relative_information_score 332.318825 mean_absolute_error 0.247914 mean_prior_absolute_error 0.454491 number_of_instances 768 [500,268] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.748386 [0.790654,0.669528] predictive_accuracy 0.753906 prior_entropy 0.933487 recall 0.753906 [0.846,0.58209] relative_absolute_error 0.545475 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.482821 root_relative_squared_error 1.012965 scimark_benchmark 899.608924 [548.158605552078, 885.9563449405473, 482.5806157404377, 817.9220163502332, 1763.4270385873465] total_cost 0 area_under_roc_curve 0.895926 [0.895926,0.895926] area_under_roc_curve 0.628889 [0.628889,0.628889] area_under_roc_curve 0.82 [0.82,0.82] area_under_roc_curve 0.784074 [0.784074,0.784074] area_under_roc_curve 0.777778 [0.777778,0.777778] area_under_roc_curve 0.806667 [0.806667,0.806667] area_under_roc_curve 0.762222 [0.762222,0.762222] area_under_roc_curve 0.801111 [0.801111,0.801111] area_under_roc_curve 0.736923 [0.736923,0.736923] area_under_roc_curve 0.696154 [0.696154,0.696154] 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 build_cpu_time 0.088 build_cpu_time 0.083 build_cpu_time 0.088 build_cpu_time 0.088 build_cpu_time 0.087 build_cpu_time 0.086 build_cpu_time 0.088 build_cpu_time 0.085 build_cpu_time 0.086 build_cpu_time 0.083 build_memory 177534920 build_memory 191735344 build_memory 202385624 build_memory 213036688 build_memory 227260128 build_memory 237911728 build_memory 248562360 build_memory 259214304 build_memory 273618872 build_memory 284319536 f_measure 0.785102 [0.849057,0.666667] f_measure 0.677653 [0.773585,0.5] f_measure 0.75214 [0.811881,0.641509] f_measure 0.727294 [0.814815,0.565217] f_measure 0.743805 [0.791667,0.655172] f_measure 0.792208 [0.84,0.703704] f_measure 0.79706 [0.859813,0.680851] f_measure 0.793757 [0.862385,0.666667] f_measure 0.69984 [0.792453,0.521739] f_measure 0.714834 [0.770833,0.607143] kappa 0.519126 kappa 0.278689 kappa 0.453493 kappa 0.387917 kappa 0.448424 kappa 0.543704 kappa 0.545096 kappa 0.536703 kappa 0.319218 kappa 0.379822 kb_relative_information_score 43.782121 kb_relative_information_score 21.482107 kb_relative_information_score 34.921701 kb_relative_information_score 33.959889 kb_relative_information_score 27.984953 kb_relative_information_score 38.471046 kb_relative_information_score 40.760618 kb_relative_information_score 41.424499 kb_relative_information_score 25.09983 kb_relative_information_score 24.43206 mean_absolute_error 0.185117 mean_absolute_error 0.316224 mean_absolute_error 0.237683 mean_absolute_error 0.2416 mean_absolute_error 0.282416 mean_absolute_error 0.221398 mean_absolute_error 0.208411 mean_absolute_error 0.203876 mean_absolute_error 0.289474 mean_absolute_error 0.294081 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 0.788961 [0.803571,0.761905] precision 0.675788 [0.732143,0.571429] precision 0.751298 [0.803922,0.653846] precision 0.732529 [0.758621,0.684211] precision 0.751334 [0.826087,0.612903] precision 0.792208 [0.84,0.703704] precision 0.804557 [0.807018,0.8] precision 0.809487 [0.79661,0.833333] precision 0.698684 [0.75,0.6] precision 0.723036 [0.804348,0.566667] predictive_accuracy 0.792208 predictive_accuracy 0.688312 predictive_accuracy 0.753247 predictive_accuracy 0.74026 predictive_accuracy 0.74026 predictive_accuracy 0.792208 predictive_accuracy 0.805195 predictive_accuracy 0.805195 predictive_accuracy 0.710526 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 0.792208 [0.9,0.592593] recall 0.688312 [0.82,0.444444] recall 0.753247 [0.82,0.62963] recall 0.74026 [0.88,0.481481] recall 0.74026 [0.76,0.703704] recall 0.792208 [0.84,0.703704] recall 0.805195 [0.92,0.592593] recall 0.805195 [0.94,0.555556] recall 0.710526 [0.84,0.461538] recall 0.710526 [0.74,0.653846] relative_absolute_error 0.406849 relative_absolute_error 0.694996 relative_absolute_error 0.522379 relative_absolute_error 0.530987 relative_absolute_error 0.620693 relative_absolute_error 0.486587 relative_absolute_error 0.458045 relative_absolute_error 0.448078 relative_absolute_error 0.639825 relative_absolute_error 0.650008 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 0.405532 root_mean_squared_error 0.554409 root_mean_squared_error 0.475265 root_mean_squared_error 0.473171 root_mean_squared_error 0.505818 root_mean_squared_error 0.448037 root_mean_squared_error 0.44006 root_mean_squared_error 0.438257 root_mean_squared_error 0.532433 root_mean_squared_error 0.533946 root_relative_squared_error 0.849859 root_relative_squared_error 1.161856 root_relative_squared_error 0.995997 root_relative_squared_error 0.991609 root_relative_squared_error 1.060027 root_relative_squared_error 0.938936 root_relative_squared_error 0.92222 root_relative_squared_error 0.918441 root_relative_squared_error 1.122164 root_relative_squared_error 1.125353 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