127092 2 Joaquin Vanschoren 3549 Supervised Classification 417 weka.AdaBoostM1_NaiveBayes(2) 659 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 20 -W weka.classifiers.bayes.NaiveBayes I 20 417 P 100 417 S 1 417 W weka.classifiers.bayes.NaiveBayes 417 458 analcatdata_authorship https://www.openml.org/data/download/52570/analcatdata_authorship.arff -1 399544 description https://api.openml.org/data/download/399544/weka_generated_run1469195032290353336.xml -1 399547 model_readable https://api.openml.org/data/download/399547/WekaModel_weka.classifiers.meta.AdaBoostM14735499698851328148.model -1 399546 model_serialized https://api.openml.org/data/download/399546/WekaSerialized_weka.classifiers.meta.AdaBoostM16986341671109619109.model -1 399545 predictions https://api.openml.org/data/download/399545/weka_generated_predictions5357122897414698320.arff area_under_roc_curve 0.995427 [0.994823,0.994681,1,0.996357] average_cost 0 build_cpu_time 2.003176 build_memory 1357715114.910821 f_measure 0.990487 [0.988976,0.988156,1,0.99422] kappa 0.986162 kb_relative_information_score 830.325153 mean_absolute_error 0.004656 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 0.99049 [0.987421,0.989831,1,0.99422] predictive_accuracy 0.990488 prior_entropy 1.78975 recall 0.990488 [0.990536,0.986486,1,0.99422] relative_absolute_error 0.01354 root_mean_prior_squared_error 0.414564 root_mean_squared_error 0.06749 root_relative_squared_error 0.162797 scimark_benchmark 943.207406 [561.2099798973987, 1012.0562417272014, 482.14720472367435, 907.3865832622575, 1753.2370197795062] total_cost 0 area_under_roc_curve 0.990566 [0.990566,0.983333,1,1] area_under_roc_curve 0.992537 [0.984375,1,1,0.992537] area_under_roc_curve 0.99052 [1,0.990123,1,0.970588] 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 0.990241 [0.983474,0.989969,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.990566 [0.990566,0.982759,1,1] 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 2.487 build_cpu_time 2.09 build_cpu_time 0.794 build_cpu_time 2.109 build_cpu_time 2.098 build_cpu_time 2.096 build_cpu_time 2.073 build_cpu_time 2.098 build_cpu_time 2.099 build_cpu_time 2.082 build_memory 788719032 build_memory 1906709904 build_memory 1983163024 build_memory 1678920168 build_memory 1335860384 build_memory 992931224 build_memory 650325064 build_memory 1768971200 build_memory 1425192296 build_memory 1053132616 f_measure 0.988226 [0.984615,0.983051,1,1] f_measure 0.988171 [0.984127,1,1,0.971429] f_measure 0.988012 [1,0.983607,1,0.969697] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 0.964305 [0.952381,0.949153,1,1] f_measure 0.988085 [0.984127,0.982456,1,1] f_measure 0.988085 [0.984127,0.982456,1,1] f_measure 1 [1,1,1,1] kappa 0.982911 kappa 0.982619 kappa 0.982518 kappa 1 kappa 1 kappa 1 kappa 0.948244 kappa 0.982829 kappa 0.982829 kappa 1 kb_relative_information_score 84.084022 kb_relative_information_score 81.919886 kb_relative_information_score 81.615782 kb_relative_information_score 83.088209 kb_relative_information_score 83.088247 kb_relative_information_score 83.088247 kb_relative_information_score 80.91311 kb_relative_information_score 83.88124 kb_relative_information_score 83.727235 kb_relative_information_score 84.919175 mean_absolute_error 0.005882 mean_absolute_error 0.005952 mean_absolute_error 0.006046 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.017794 mean_absolute_error 0.004917 mean_absolute_error 0.005952 mean_absolute_error 0 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 0.988592 [0.969697,1,1,1] precision 0.988757 [1,1,1,0.944444] 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 0.964695 [0.967742,0.933333,1,1] precision 0.988467 [0.96875,1,1,1] precision 0.988467 [0.96875,1,1,1] precision 1 [1,1,1,1] predictive_accuracy 0.988235 predictive_accuracy 0.988095 predictive_accuracy 0.988095 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.964286 predictive_accuracy 0.988095 predictive_accuracy 0.988095 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 0.988235 [1,0.966667,1,1] recall 0.988095 [0.96875,1,1,1] recall 0.988095 [1,1,1,0.941176] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 0.964286 [0.9375,0.965517,1,1] recall 0.988095 [1,0.965517,1,1] recall 0.988095 [1,0.965517,1,1] recall 1 [1,1,1,1] relative_absolute_error 0.01709 relative_absolute_error 0.017367 relative_absolute_error 0.017641 relative_absolute_error 0.000001 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0.051659 relative_absolute_error 0.014234 relative_absolute_error 0.017231 relative_absolute_error 0 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 0.076696 root_mean_squared_error 0.077152 root_mean_squared_error 0.077155 root_mean_squared_error 0.000002 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.133156 root_mean_squared_error 0.063735 root_mean_squared_error 0.077152 root_mean_squared_error 0 root_relative_squared_error 0.184828 root_relative_squared_error 0.186718 root_relative_squared_error 0.186725 root_relative_squared_error 0.000006 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.320667 root_relative_squared_error 0.153036 root_relative_squared_error 0.185252 root_relative_squared_error 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 total_cost 0