139648 2 Joaquin Vanschoren 3549 Supervised Classification 422 weka.AdaBoostM1_REPTree(2) 680 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 10 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 I 10 422 P 100 422 S 1 422 W weka.classifiers.trees.REPTree 422 I 0.0 379 L -1 379 M 2 379 N 3 379 S 1 379 V 0.001 379 458 analcatdata_authorship https://www.openml.org/data/download/52570/analcatdata_authorship.arff -1 449455 description https://api.openml.org/data/download/449455/weka_generated_run1049702256567758690.xml -1 449458 model_readable https://api.openml.org/data/download/449458/WekaModel_weka.classifiers.meta.AdaBoostM1294130957714745876.model -1 449457 model_serialized https://api.openml.org/data/download/449457/WekaSerialized_weka.classifiers.meta.AdaBoostM12769589392824162775.model -1 449456 predictions https://api.openml.org/data/download/449456/weka_generated_predictions2869004648160372560.arff area_under_roc_curve 0.99896 [0.999013,0.999138,0.99771,0.998957] average_cost 0 build_cpu_time 0.228581 build_memory 672830390.715815 f_measure 0.977399 [0.976378,0.97973,0.971963,0.977011] kappa 0.967103 kb_relative_information_score 813.829424 mean_absolute_error 0.011779 mean_prior_absolute_error 0.343874 number_of_instances 841 [317,296,55,173] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.977506 [0.974843,0.97973,1,0.971429] predictive_accuracy 0.977408 prior_entropy 1.78975 recall 0.977408 [0.977918,0.97973,0.945455,0.982659] relative_absolute_error 0.034254 root_mean_prior_squared_error 0.414564 root_mean_squared_error 0.096493 root_relative_squared_error 0.232759 scimark_benchmark 939.135918 [541.8579015917576, 1010.1992026725918, 482.14720472367435, 901.4580491325925, 1760.017229859821] total_cost 0 area_under_roc_curve 0.999004 [0.99941,0.998788,1,0.99827] area_under_roc_curve 0.999593 [0.999399,1,1,0.999122] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.998194 [0.996995,0.998148,1,1] area_under_roc_curve 0.999602 [1,0.999383,1,0.999122] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.999351 [1,0.998119,1,1] area_under_roc_curve 0.997966 [1,0.999373,0.987179,0.995791] area_under_roc_curve 0.998128 [0.997565,0.998746,1,0.997475] area_under_roc_curve 1 [1,1,1,1] 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 0.213 build_cpu_time 0.221 build_cpu_time 0.41 build_cpu_time 0.21 build_cpu_time 0.201 build_cpu_time 0.207 build_cpu_time 0.201 build_cpu_time 0.207 build_cpu_time 0.204 build_cpu_time 0.212 build_memory 803531296 build_memory 887300920 build_memory 369405704 build_memory 441151624 build_memory 512897720 build_memory 596605280 build_memory 668349056 build_memory 740101720 build_memory 811847608 build_memory 895557016 f_measure 0.964657 [0.969697,0.965517,1,0.941176] f_measure 0.988171 [0.984127,1,1,0.971429] f_measure 1 [1,1,1,1] f_measure 0.964172 [0.952381,0.966667,1,0.971429] f_measure 0.963884 [0.969697,0.983051,0.888889,0.941176] f_measure 1 [1,1,1,1] f_measure 0.988102 [0.984127,0.983051,1,1] f_measure 0.96216 [0.984127,0.965517,0.8,0.972973] f_measure 0.964399 [0.952381,0.965517,1,0.971429] f_measure 0.97619 [0.966667,0.966667,1,1] kappa 0.948713 kappa 0.982619 kappa 1 kappa 0.947858 kappa 0.947379 kappa 1 kappa 0.982748 kappa 0.948116 kappa 0.948371 kappa 0.9657 kb_relative_information_score 81.326062 kb_relative_information_score 81.729936 kb_relative_information_score 82.465809 kb_relative_information_score 79.248393 kb_relative_information_score 79.642736 kb_relative_information_score 83.030504 kb_relative_information_score 83.016456 kb_relative_information_score 79.333796 kb_relative_information_score 81.039298 kb_relative_information_score 82.996436 mean_absolute_error 0.019242 mean_absolute_error 0.007242 mean_absolute_error 0.003881 mean_absolute_error 0.019685 mean_absolute_error 0.014517 mean_absolute_error 0.000419 mean_absolute_error 0.00759 mean_absolute_error 0.017304 mean_absolute_error 0.018293 mean_absolute_error 0.009531 mean_prior_absolute_error 0.344205 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.342744 mean_prior_absolute_error 0.344442 mean_prior_absolute_error 0.345456 mean_prior_absolute_error 0.345456 mean_prior_absolute_error 0.345456 number_of_instances 85 [32,30,6,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,30,5,17] number_of_instances 84 [32,29,6,17] number_of_instances 84 [31,29,6,18] number_of_instances 84 [31,29,6,18] number_of_instances 84 [31,29,6,18] precision 0.96609 [0.941176,1,1,0.941176] precision 0.988757 [1,1,1,0.944444] precision 1 [1,1,1,1] precision 0.964563 [0.967742,0.966667,1,0.944444] precision 0.965686 [0.941176,1,1,0.941176] precision 1 [1,1,1,1] precision 0.988492 [1,0.966667,1,1] precision 0.965284 [0.96875,0.965517,1,0.947368] precision 0.96503 [0.9375,0.965517,1,1] precision 0.977727 [1,0.935484,1,1] predictive_accuracy 0.964706 predictive_accuracy 0.988095 predictive_accuracy 1 predictive_accuracy 0.964286 predictive_accuracy 0.964286 predictive_accuracy 1 predictive_accuracy 0.988095 predictive_accuracy 0.964286 predictive_accuracy 0.964286 predictive_accuracy 0.97619 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 prior_entropy 1.78975 recall 0.964706 [1,0.933333,1,0.941176] recall 0.988095 [0.96875,1,1,1] recall 1 [1,1,1,1] recall 0.964286 [0.9375,0.966667,1,1] recall 0.964286 [1,0.966667,0.8,0.941176] recall 1 [1,1,1,1] recall 0.988095 [0.96875,1,1,1] recall 0.964286 [1,0.965517,0.666667,1] recall 0.964286 [0.967742,0.965517,1,0.944444] recall 0.97619 [0.935484,1,1,1] relative_absolute_error 0.055902 relative_absolute_error 0.021129 relative_absolute_error 0.011325 relative_absolute_error 0.057434 relative_absolute_error 0.042355 relative_absolute_error 0.001222 relative_absolute_error 0.022036 relative_absolute_error 0.050089 relative_absolute_error 0.052952 relative_absolute_error 0.02759 root_mean_prior_squared_error 0.414963 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.413199 root_mean_prior_squared_error 0.415248 root_mean_prior_squared_error 0.416468 root_mean_prior_squared_error 0.416468 root_mean_prior_squared_error 0.416468 root_mean_squared_error 0.124271 root_mean_squared_error 0.078079 root_mean_squared_error 0.032676 root_mean_squared_error 0.123111 root_mean_squared_error 0.103363 root_mean_squared_error 0.003839 root_mean_squared_error 0.07923 root_mean_squared_error 0.12526 root_mean_squared_error 0.120868 root_mean_squared_error 0.089431 root_relative_squared_error 0.299475 root_relative_squared_error 0.188963 root_relative_squared_error 0.079081 root_relative_squared_error 0.297945 root_relative_squared_error 0.250153 root_relative_squared_error 0.009291 root_relative_squared_error 0.190801 root_relative_squared_error 0.300768 root_relative_squared_error 0.290222 root_relative_squared_error 0.214736 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