67446 2 Joaquin Vanschoren 3599 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 622 733 machine_cpu https://www.openml.org/data/download/53267/machine_cpu.arff -1 188785 description https://api.openml.org/data/download/188785/weka_generated_run7836730193857730953.xml -1 188788 model_readable https://api.openml.org/data/download/188788/WekaModel_weka.classifiers.meta.RealAdaBoost4261892114621707395.model -1 188787 model_serialized https://api.openml.org/data/download/188787/WekaSerialized_weka.classifiers.meta.RealAdaBoost4899192894804236808.model -1 188786 predictions https://api.openml.org/data/download/188786/weka_generated_predictions5267964093038521102.arff area_under_roc_curve 0.934874 [0.934874,0.934874] average_cost 0 build_cpu_time 0.007201 build_memory 435127986.143541 f_measure 0.928023 [0.95114,0.864865] kappa 0.81601 kb_relative_information_score 168.22544 mean_absolute_error 0.068829 mean_prior_absolute_error 0.39332 number_of_instances 209 [153,56] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.927869 [0.948052,0.872727] predictive_accuracy 0.92823 prior_entropy 0.841669 recall 0.92823 [0.954248,0.857143] relative_absolute_error 0.174996 root_mean_prior_squared_error 0.442893 root_mean_squared_error 0.258869 root_relative_squared_error 0.584495 scimark_benchmark 905.086635 [542.5320953548687, 1016.0585376856843, 475.52784454289576, 915.6269915621638, 1575.6877042066799] total_cost 0 area_under_roc_curve 0.961111 [0.961111,0.961111] area_under_roc_curve 0.95 [0.95,0.95] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.916667 [0.916667,0.916667] area_under_roc_curve 0.89375 [0.89375,0.89375] area_under_roc_curve 0.86875 [0.86875,0.86875] area_under_roc_curve 0.89375 [0.89375,0.89375] area_under_roc_curve 0.833333 [0.833333,0.833333] 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 0.008 build_cpu_time 0.007 build_cpu_time 0.008 build_cpu_time 0.007 build_cpu_time 0.007 build_cpu_time 0.007 build_cpu_time 0.007 build_cpu_time 0.006 build_cpu_time 0.008 build_cpu_time 0.007 build_memory 426207000 build_memory 426207000 build_memory 426207000 build_memory 426207000 build_memory 426207000 build_memory 426207000 build_memory 448670688 build_memory 448670688 build_memory 448670688 build_memory 448670688 f_measure 0.904762 [0.933333,0.833333] f_measure 0.904762 [0.933333,0.833333] f_measure 0.908163 [0.928571,0.857143] f_measure 0.950984 [0.967742,0.909091] f_measure 1 [1,1] f_measure 0.950984 [0.967742,0.909091] f_measure 0.950457 [0.969697,0.888889] f_measure 0.904762 [0.9375,0.8] f_measure 0.950457 [0.969697,0.888889] f_measure 0.854232 [0.896552,0.727273] kappa 0.766667 kappa 0.766667 kappa 0.787879 kappa 0.877193 kappa 1 kappa 0.877193 kappa 0.85906 kappa 0.7375 kappa 0.85906 kappa 0.625 kb_relative_information_score 17.50144 kb_relative_information_score 16.000584 kb_relative_information_score 16.226696 kb_relative_information_score 18.773994 kb_relative_information_score 21.557113 kb_relative_information_score 18.773925 kb_relative_information_score 17.070178 kb_relative_information_score 14.287102 kb_relative_information_score 17.070271 kb_relative_information_score 10.964138 mean_absolute_error 0.072575 mean_absolute_error 0.094965 mean_absolute_error 0.088903 mean_absolute_error 0.047617 mean_absolute_error 0 mean_absolute_error 0.047619 mean_absolute_error 0.047622 mean_absolute_error 0.095238 mean_absolute_error 0.04762 mean_absolute_error 0.15 mean_prior_absolute_error 0.40149 mean_prior_absolute_error 0.40149 mean_prior_absolute_error 0.40149 mean_prior_absolute_error 0.40149 mean_prior_absolute_error 0.40149 mean_prior_absolute_error 0.40149 mean_prior_absolute_error 0.379598 mean_prior_absolute_error 0.379598 mean_prior_absolute_error 0.379598 mean_prior_absolute_error 0.385071 number_of_instances 21 [15,6] number_of_instances 21 [15,6] number_of_instances 21 [15,6] number_of_instances 21 [15,6] number_of_instances 21 [15,6] number_of_instances 21 [15,6] number_of_instances 21 [16,5] number_of_instances 21 [16,5] number_of_instances 21 [16,5] number_of_instances 20 [15,5] precision 0.904762 [0.933333,0.833333] precision 0.904762 [0.933333,0.833333] precision 0.928571 [1,0.75] precision 0.955357 [0.9375,1] precision 1 [1,1] precision 0.955357 [0.9375,1] precision 0.955182 [0.941176,1] precision 0.904762 [0.9375,0.8] precision 0.955182 [0.941176,1] precision 0.863095 [0.928571,0.666667] predictive_accuracy 0.904762 predictive_accuracy 0.904762 predictive_accuracy 0.904762 predictive_accuracy 0.952381 predictive_accuracy 1 predictive_accuracy 0.952381 predictive_accuracy 0.952381 predictive_accuracy 0.904762 predictive_accuracy 0.952381 predictive_accuracy 0.85 prior_entropy 0.841669 prior_entropy 0.841669 prior_entropy 0.841669 prior_entropy 0.841669 prior_entropy 0.841669 prior_entropy 0.841669 prior_entropy 0.841669 prior_entropy 0.841669 prior_entropy 0.841669 prior_entropy 0.841669 recall 0.904762 [0.933333,0.833333] recall 0.904762 [0.933333,0.833333] recall 0.904762 [0.866667,1] recall 0.952381 [1,0.833333] recall 1 [1,1] recall 0.952381 [1,0.833333] recall 0.952381 [1,0.8] recall 0.904762 [0.9375,0.8] recall 0.952381 [1,0.8] recall 0.85 [0.866667,0.8] relative_absolute_error 0.180763 relative_absolute_error 0.236533 relative_absolute_error 0.221434 relative_absolute_error 0.118601 relative_absolute_error 0 relative_absolute_error 0.118606 relative_absolute_error 0.125454 relative_absolute_error 0.250892 relative_absolute_error 0.125447 relative_absolute_error 0.389538 root_mean_prior_squared_error 0.452022 root_mean_prior_squared_error 0.452022 root_mean_prior_squared_error 0.452022 root_mean_prior_squared_error 0.452022 root_mean_prior_squared_error 0.452022 root_mean_prior_squared_error 0.452022 root_mean_prior_squared_error 0.427122 root_mean_prior_squared_error 0.427122 root_mean_prior_squared_error 0.427122 root_mean_prior_squared_error 0.433481 root_mean_squared_error 0.246359 root_mean_squared_error 0.307715 root_mean_squared_error 0.28808 root_mean_squared_error 0.218209 root_mean_squared_error 0 root_mean_squared_error 0.218218 root_mean_squared_error 0.218218 root_mean_squared_error 0.308607 root_mean_squared_error 0.218218 root_mean_squared_error 0.387298 root_relative_squared_error 0.545014 root_relative_squared_error 0.680751 root_relative_squared_error 0.637314 root_relative_squared_error 0.48274 root_relative_squared_error 0 root_relative_squared_error 0.482759 root_relative_squared_error 0.510903 root_relative_squared_error 0.722526 root_relative_squared_error 0.510903 root_relative_squared_error 0.893461 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