64743 2 Joaquin Vanschoren 1767 Supervised Classification predictive_accuracy 528 weka.Bagging_LWL_DecisionStump(2) 792 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 160 -W weka.classifiers.lazy.LWL -- -U 0 -K -1 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\"" -W weka.classifiers.trees.DecisionStump I 160 528 P 100 528 S 1 528 W weka.classifiers.lazy.LWL 528 num-slots 1 528 A true 414 K -1 414 U 0 414 W weka.classifiers.trees.DecisionStump 414 3 kr-vs-kp https://www.openml.org/data/download/3/dataset_3_kr-vs-kp.arff -1 179356 description https://api.openml.org/data/download/179356/weka_generated_run7528441348221199952.xml -1 179359 model_readable https://api.openml.org/data/download/179359/WekaModel_weka.classifiers.meta.Bagging4697921084593511709.model -1 179358 model_serialized https://api.openml.org/data/download/179358/WekaSerialized_weka.classifiers.meta.Bagging7780784749238082828.model -1 179357 predictions https://api.openml.org/data/download/179357/weka_generated_predictions3154902574966781160.arff area_under_roc_curve 0.961246 [0.961246,0.961246] average_cost 0 build_cpu_time 0.0554 build_memory 932196449.6 f_measure 0.813821 [0.797798,0.831334] kappa 0.635811 kb_relative_information_score 5365.129574 mean_absolute_error 0.347324 mean_prior_absolute_error 0.499014 number_of_instances 15980 [8345,7635] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.842627 [0.936672,0.739837] predictive_accuracy 0.816083 prior_entropy 0.998577 recall 0.816083 [0.694787,0.948657] relative_absolute_error 0.696021 root_mean_prior_squared_error 0.499506 root_mean_squared_error 0.391739 root_relative_squared_error 0.784253 scimark_benchmark 942.728004 [562.8398363608846, 1010.7290985125734, 468.67825222527443, 913.0755670421655, 1758.3172656914378] total_cost 0 area_under_roc_curve 0.966019 [0.966019,0.966019] area_under_roc_curve 0.972213 [0.972213,0.972213] area_under_roc_curve 0.961407 [0.961407,0.961407] area_under_roc_curve 0.960477 [0.960477,0.960477] area_under_roc_curve 0.964463 [0.964463,0.964463] area_under_roc_curve 0.964124 [0.964124,0.964124] area_under_roc_curve 0.962304 [0.962304,0.962304] area_under_roc_curve 0.968799 [0.968799,0.968799] area_under_roc_curve 0.968058 [0.968058,0.968058] area_under_roc_curve 0.968858 [0.968858,0.968858] 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 0.056 build_cpu_time 0.052 build_cpu_time 0.05 build_cpu_time 0.088 build_cpu_time 0.052 build_cpu_time 0.053 build_cpu_time 0.05 build_cpu_time 0.051 build_cpu_time 0.05 build_cpu_time 0.052 build_memory 482731280 build_memory 439088680 build_memory 1356059400 build_memory 392079760 build_memory 1140506024 build_memory 582920392 build_memory 1854901800 build_memory 860988104 build_memory 1683433168 build_memory 529255888 f_measure 0.896102 [0.900836,0.890933] f_measure 0.73369 [0.684783,0.787212] f_measure 0.770172 [0.736296,0.807151] f_measure 0.824756 [0.813673,0.836854] f_measure 0.871047 [0.870277,0.871891] f_measure 0.749085 [0.705069,0.797254] f_measure 0.868605 [0.869077,0.86809] f_measure 0.856149 [0.850229,0.862627] f_measure 0.815195 [0.797495,0.834565] f_measure 0.727839 [0.675059,0.785455] kappa 0.791772 kappa 0.501589 kappa 0.56125 kappa 0.654734 kappa 0.742845 kappa 0.528232 kappa 0.737589 kappa 0.715079 kappa 0.639796 kappa 0.493163 kb_relative_information_score 641.82564 kb_relative_information_score 465.772475 kb_relative_information_score 488.383948 kb_relative_information_score 559.903441 kb_relative_information_score 606.558278 kb_relative_information_score 462.065094 kb_relative_information_score 609.478917 kb_relative_information_score 563.155117 kb_relative_information_score 506.099016 kb_relative_information_score 461.887648 mean_absolute_error 0.319329 mean_absolute_error 0.366095 mean_absolute_error 0.360234 mean_absolute_error 0.340826 mean_absolute_error 0.328496 mean_absolute_error 0.367175 mean_absolute_error 0.327628 mean_absolute_error 0.340445 mean_absolute_error 0.356091 mean_absolute_error 0.366919 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499027 number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] precision 0.896108 [0.897619,0.894459] precision 0.821858 [0.97351,0.655895] precision 0.831874 [0.963178,0.68854] precision 0.844093 [0.922492,0.758511] precision 0.875608 [0.917663,0.829586] precision 0.832314 [0.982869,0.667551] precision 0.871415 [0.905195,0.834541] precision 0.869159 [0.936599,0.795354] precision 0.849228 [0.951827,0.736948] precision 0.823667 [0.981693,0.651163] predictive_accuracy 0.89612 predictive_accuracy 0.745932 predictive_accuracy 0.777222 predictive_accuracy 0.826033 predictive_accuracy 0.871089 predictive_accuracy 0.7597 predictive_accuracy 0.868586 predictive_accuracy 0.856696 predictive_accuracy 0.817897 predictive_accuracy 0.741552 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 recall 0.89612 [0.904077,0.887435] recall 0.745932 [0.528144,0.984273] recall 0.777222 [0.595923,0.975131] recall 0.826033 [0.727818,0.933246] recall 0.871089 [0.827545,0.918742] recall 0.7597 [0.549701,0.989515] recall 0.868586 [0.835731,0.90445] recall 0.856696 [0.778443,0.942333] recall 0.817897 [0.686228,0.961992] recall 0.741552 [0.514388,0.989529] relative_absolute_error 0.639903 relative_absolute_error 0.733657 relative_absolute_error 0.721871 relative_absolute_error 0.682981 relative_absolute_error 0.658309 relative_absolute_error 0.735822 relative_absolute_error 0.656532 relative_absolute_error 0.682256 relative_absolute_error 0.713609 relative_absolute_error 0.735268 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.49952 root_mean_squared_error 0.364486 root_mean_squared_error 0.409001 root_mean_squared_error 0.403499 root_mean_squared_error 0.386178 root_mean_squared_error 0.373849 root_mean_squared_error 0.409857 root_mean_squared_error 0.373449 root_mean_squared_error 0.384884 root_mean_squared_error 0.398532 root_mean_squared_error 0.410302 root_relative_squared_error 0.729672 root_relative_squared_error 0.818833 root_relative_squared_error 0.807774 root_relative_squared_error 0.773099 root_relative_squared_error 0.748459 root_relative_squared_error 0.820546 root_relative_squared_error 0.747615 root_relative_squared_error 0.77055 root_relative_squared_error 0.797874 root_relative_squared_error 0.821392 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