67795 2 Joaquin Vanschoren 3812 Supervised Classification predictive_accuracy 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 622 949 arsenic-female-bladder https://www.openml.org/data/download/53483/arsenic-female-bladder.arff -1 189883 description https://api.openml.org/data/download/189883/weka_generated_run5659885252017051546.xml -1 189886 model_readable https://api.openml.org/data/download/189886/WekaModel_weka.classifiers.meta.RealAdaBoost4999887238080554901.model -1 189885 model_serialized https://api.openml.org/data/download/189885/WekaSerialized_weka.classifiers.meta.RealAdaBoost366027607698124586.model -1 189884 predictions https://api.openml.org/data/download/189884/weka_generated_predictions7880848551377700949.arff area_under_roc_curve 0.651735 [0.651735,0.651735] average_cost 0 build_cpu_time 0.019202 build_memory 351577244.035778 f_measure 0.831843 [0.901879,0.4125] kappa 0.314379 kb_relative_information_score 78.27167 mean_absolute_error 0.169191 mean_prior_absolute_error 0.246171 number_of_instances 559 [479,80] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.831843 [0.901879,0.4125] predictive_accuracy 0.831843 prior_entropy 0.595609 recall 0.831843 [0.901879,0.4125] relative_absolute_error 0.687291 root_mean_prior_squared_error 0.35019 root_mean_squared_error 0.410252 root_relative_squared_error 1.171512 scimark_benchmark 937.636906 [508.5249580327395, 1015.5230404536866, 483.88543266528814, 910.5383976697751, 1769.7127006129608] total_cost 0 area_under_roc_curve 0.666667 [0.666667,0.666667] area_under_roc_curve 0.554688 [0.554688,0.554688] area_under_roc_curve 0.6875 [0.6875,0.6875] area_under_roc_curve 0.585938 [0.585938,0.585938] area_under_roc_curve 0.536458 [0.536458,0.536458] area_under_roc_curve 0.785156 [0.785156,0.785156] area_under_roc_curve 0.864583 [0.864583,0.864583] area_under_roc_curve 0.660156 [0.660156,0.660156] area_under_roc_curve 0.601562 [0.601562,0.601562] area_under_roc_curve 0.574468 [0.574468,0.574468] 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 0.019 build_cpu_time 0.019 build_cpu_time 0.019 build_cpu_time 0.019 build_cpu_time 0.019 build_cpu_time 0.019 build_cpu_time 0.02 build_cpu_time 0.02 build_cpu_time 0.02 build_cpu_time 0.018 build_memory 317236648 build_memory 330997816 build_memory 330997816 build_memory 344758504 build_memory 344758504 build_memory 358519176 build_memory 358519176 build_memory 372279848 build_memory 372279848 build_memory 386040520 f_measure 0.815911 [0.88172,0.421053] f_measure 0.773463 [0.863158,0.235294] f_measure 0.82945 [0.893617,0.444444] f_measure 0.823177 [0.909091,0.307692] f_measure 0.761229 [0.851064,0.222222] f_measure 0.908198 [0.948454,0.666667] f_measure 0.944919 [0.969072,0.8] f_measure 0.862471 [0.929293,0.461538] f_measure 0.795339 [0.87234,0.333333] f_measure 0.807089 [0.895833,0.285714] kappa 0.306306 kappa 0.09901 kappa 0.339623 kappa 0.222222 kappa 0.075472 kappa 0.615385 kappa 0.769231 kappa 0.395062 kappa 0.207547 kappa 0.183976 kb_relative_information_score -0.468242 kb_relative_information_score -10.21842 kb_relative_information_score 4.977611 kb_relative_information_score 10.042971 kb_relative_information_score -15.664324 kb_relative_information_score 30.304365 kb_relative_information_score 40.435148 kb_relative_information_score 19.793157 kb_relative_information_score -5.153118 kb_relative_information_score 4.222523 mean_absolute_error 0.19901 mean_absolute_error 0.232142 mean_absolute_error 0.178571 mean_absolute_error 0.160714 mean_absolute_error 0.252581 mean_absolute_error 0.089286 mean_absolute_error 0.053571 mean_absolute_error 0.127581 mean_absolute_error 0.214286 mean_absolute_error 0.184441 mean_prior_absolute_error 0.245989 mean_prior_absolute_error 0.245989 mean_prior_absolute_error 0.245989 mean_prior_absolute_error 0.245989 mean_prior_absolute_error 0.245989 mean_prior_absolute_error 0.245989 mean_prior_absolute_error 0.245989 mean_prior_absolute_error 0.245989 mean_prior_absolute_error 0.245989 mean_prior_absolute_error 0.247837 number_of_instances 56 [48,8] number_of_instances 56 [48,8] number_of_instances 56 [48,8] number_of_instances 56 [48,8] number_of_instances 56 [48,8] number_of_instances 56 [48,8] number_of_instances 56 [48,8] number_of_instances 56 [48,8] number_of_instances 56 [48,8] number_of_instances 55 [47,8] precision 0.8329 [0.911111,0.363636] precision 0.779466 [0.87234,0.222222] precision 0.839752 [0.913043,0.4] precision 0.813445 [0.882353,0.4] precision 0.773913 [0.869565,0.2] precision 0.906706 [0.938776,0.714286] precision 0.944606 [0.959184,0.857143] precision 0.858824 [0.901961,0.6] precision 0.806832 [0.891304,0.3] precision 0.798392 [0.877551,0.333333] predictive_accuracy 0.803571 predictive_accuracy 0.767857 predictive_accuracy 0.821429 predictive_accuracy 0.839286 predictive_accuracy 0.75 predictive_accuracy 0.910714 predictive_accuracy 0.946429 predictive_accuracy 0.875 predictive_accuracy 0.785714 predictive_accuracy 0.818182 prior_entropy 0.595609 prior_entropy 0.595609 prior_entropy 0.595609 prior_entropy 0.595609 prior_entropy 0.595609 prior_entropy 0.595609 prior_entropy 0.595609 prior_entropy 0.595609 prior_entropy 0.595609 prior_entropy 0.595609 recall 0.803571 [0.854167,0.5] recall 0.767857 [0.854167,0.25] recall 0.821429 [0.875,0.5] recall 0.839286 [0.9375,0.25] recall 0.75 [0.833333,0.25] recall 0.910714 [0.958333,0.625] recall 0.946429 [0.979167,0.75] recall 0.875 [0.958333,0.375] recall 0.785714 [0.854167,0.375] recall 0.818182 [0.914894,0.25] relative_absolute_error 0.809017 relative_absolute_error 0.94371 relative_absolute_error 0.725932 relative_absolute_error 0.653339 relative_absolute_error 1.026796 relative_absolute_error 0.362968 relative_absolute_error 0.21778 relative_absolute_error 0.518646 relative_absolute_error 0.871118 relative_absolute_error 0.744205 root_mean_prior_squared_error 0.34993 root_mean_prior_squared_error 0.34993 root_mean_prior_squared_error 0.34993 root_mean_prior_squared_error 0.34993 root_mean_prior_squared_error 0.34993 root_mean_prior_squared_error 0.34993 root_mean_prior_squared_error 0.34993 root_mean_prior_squared_error 0.34993 root_mean_prior_squared_error 0.34993 root_mean_prior_squared_error 0.35256 root_mean_squared_error 0.443622 root_mean_squared_error 0.481811 root_mean_squared_error 0.422577 root_mean_squared_error 0.400892 root_mean_squared_error 0.500372 root_mean_squared_error 0.298807 root_mean_squared_error 0.231455 root_mean_squared_error 0.354081 root_mean_squared_error 0.46291 root_mean_squared_error 0.426845 root_relative_squared_error 1.267745 root_relative_squared_error 1.376877 root_relative_squared_error 1.207603 root_relative_squared_error 1.145633 root_relative_squared_error 1.429919 root_relative_squared_error 0.853904 root_relative_squared_error 0.661432 root_relative_squared_error 1.01186 root_relative_squared_error 1.322863 root_relative_squared_error 1.210701 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