58109 2 Joaquin Vanschoren 3549 Supervised Classification 527 weka.Bagging_LMT(2) 785 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 40 -W weka.classifiers.trees.LMT -- -I -1 -M 15 -W 0.0 I 40 527 P 100 527 S 1 527 W weka.classifiers.trees.LMT 527 num-slots 1 527 I -1 412 M 15 412 W 0.0 412 458 analcatdata_authorship https://www.openml.org/data/download/52570/analcatdata_authorship.arff -1 155765 description https://api.openml.org/data/download/155765/weka_generated_run1859091804499681428.xml -1 155767 model_readable https://api.openml.org/data/download/155767/WekaModel_weka.classifiers.meta.Bagging5508108986766916807.model -1 155766 model_serialized https://api.openml.org/data/download/155766/WekaSerialized_weka.classifiers.meta.Bagging3597917349419606228.model -1 155768 predictions https://api.openml.org/data/download/155768/weka_generated_predictions2840828767058609216.arff area_under_roc_curve 0.999965 [0.999976,0.999932,1,0.999991] average_cost 0 build_cpu_time 46.789 build_memory 410555755.538644 f_measure 0.99524 [0.996845,0.993243,0.990826,0.997118] kappa 0.99308 kb_relative_information_score 826.140437 mean_absolute_error 0.008512 mean_prior_absolute_error 0.343874 number_of_instances 841 [317,296,55,173] os_information [Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64] precision 0.995251 [0.996845,0.993243,1,0.994253] predictive_accuracy 0.995244 prior_entropy 1.78975 recall 0.995244 [0.996845,0.993243,0.981818,1] relative_absolute_error 0.024754 root_mean_prior_squared_error 0.414564 root_mean_squared_error 0.044831 root_relative_squared_error 0.108139 scimark_benchmark 1317.150863 [766.362312152618, 1125.2291390889268, 616.3845200878941, 1121.7115328946716, 2956.0668102856334] total_cost 0 area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] 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 44.017 build_cpu_time 51.67 build_cpu_time 47.334 build_cpu_time 46.412 build_cpu_time 48.397 build_cpu_time 47.194 build_cpu_time 44.591 build_cpu_time 47.347 build_cpu_time 45.42 build_cpu_time 45.541 build_memory 234790408 build_memory 318622352 build_memory 338228312 build_memory 395833648 build_memory 379043424 build_memory 419656008 build_memory 485090232 build_memory 480325712 build_memory 524916896 build_memory 531143008 f_measure 0.976323 [0.984615,0.965517,1,0.971429] f_measure 1 [1,1,1,1] f_measure 0.988098 [0.984127,0.983607,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 0.987655 [1,0.983051,0.909091,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] kappa 0.965911 kappa 1 kappa 0.982573 kappa 1 kappa 1 kappa 1 kappa 1 kappa 0.982755 kappa 1 kappa 1 kb_relative_information_score 81.77343 kb_relative_information_score 82.37236 kb_relative_information_score 80.901654 kb_relative_information_score 82.265732 kb_relative_information_score 82.397073 kb_relative_information_score 82.294565 kb_relative_information_score 82.939757 kb_relative_information_score 82.64359 kb_relative_information_score 84.275204 kb_relative_information_score 84.277072 mean_absolute_error 0.019547 mean_absolute_error 0.005132 mean_absolute_error 0.012214 mean_absolute_error 0.0058 mean_absolute_error 0.004852 mean_absolute_error 0.005186 mean_absolute_error 0.009309 mean_absolute_error 0.013815 mean_absolute_error 0.004626 mean_absolute_error 0.004513 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 0.977481 [0.969697,1,1,0.944444] precision 1 [1,1,1,1] precision 0.988479 [1,0.967742,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 0.988492 [1,0.966667,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] predictive_accuracy 0.976471 predictive_accuracy 1 predictive_accuracy 0.988095 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.988095 predictive_accuracy 1 predictive_accuracy 1 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 0.976471 [1,0.933333,1,1] recall 1 [1,1,1,1] recall 0.988095 [0.96875,1,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 0.988095 [1,1,0.833333,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] relative_absolute_error 0.056789 relative_absolute_error 0.014972 relative_absolute_error 0.035636 relative_absolute_error 0.016921 relative_absolute_error 0.014157 relative_absolute_error 0.01513 relative_absolute_error 0.027026 relative_absolute_error 0.03999 relative_absolute_error 0.01339 relative_absolute_error 0.013063 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 0.083634 root_mean_squared_error 0.016059 root_mean_squared_error 0.064836 root_mean_squared_error 0.021312 root_mean_squared_error 0.020813 root_mean_squared_error 0.028105 root_mean_squared_error 0.048719 root_mean_squared_error 0.062835 root_mean_squared_error 0.014241 root_mean_squared_error 0.019504 root_relative_squared_error 0.201545 root_relative_squared_error 0.038865 root_relative_squared_error 0.156912 root_relative_squared_error 0.051577 root_relative_squared_error 0.05037 root_relative_squared_error 0.068018 root_relative_squared_error 0.117325 root_relative_squared_error 0.150876 root_relative_squared_error 0.034194 root_relative_squared_error 0.046831 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