127693 2 Joaquin Vanschoren 3549 Supervised Classification 417 weka.AdaBoostM1_NaiveBayes(2) 660 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 10 -W weka.classifiers.bayes.NaiveBayes I 10 417 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 401933 description https://api.openml.org/data/download/401933/weka_generated_run6763419341951728819.xml -1 401936 model_readable https://api.openml.org/data/download/401936/WekaModel_weka.classifiers.meta.AdaBoostM18881560316494553043.model -1 401935 model_serialized https://api.openml.org/data/download/401935/WekaSerialized_weka.classifiers.meta.AdaBoostM15941385208925606078.model -1 401934 predictions https://api.openml.org/data/download/401934/weka_generated_predictions2395863823187493559.arff area_under_roc_curve 0.994463 [0.99385,0.994675,1,0.993462] average_cost 0 build_cpu_time 1.000537 build_memory 803024635.63377 f_measure 0.991676 [0.990536,0.991568,1,0.991304] kappa 0.987889 kb_relative_information_score 831.28049 mean_absolute_error 0.004044 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 0.991682 [0.990536,0.989899,1,0.994186] predictive_accuracy 0.991677 prior_entropy 1.78975 recall 0.991677 [0.990536,0.993243,1,0.988439] relative_absolute_error 0.011761 root_mean_prior_squared_error 0.414564 root_mean_squared_error 0.062719 root_relative_squared_error 0.151288 scimark_benchmark 908.870454 [560.6687900287665, 1011.5249537742577, 484.9782432137119, 914.6685476523131, 1572.5117349124107] total_cost 0 area_under_roc_curve 0.990348 [0.990271,0.98303,1,1] 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 0.990385 [0.990385,1,1,0.970588] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.990686 [0.984075,0.990596,1,1] area_under_roc_curve 1 [1,1,1,1] area_under_roc_curve 0.990458 [0.990566,0.982445,1,1] 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 1.032 build_cpu_time 1.027 build_cpu_time 0.778 build_cpu_time 1.02 build_cpu_time 1.031 build_cpu_time 1.024 build_cpu_time 1.019 build_cpu_time 1.035 build_cpu_time 1.022 build_cpu_time 1.017 build_memory 1319756040 build_memory 561537656 build_memory 646907720 build_memory 1234336136 build_memory 431101272 build_memory 1005697640 build_memory 179074712 build_memory 769384728 build_memory 1359436024 build_memory 516862864 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 0.988006 [0.984615,1,1,0.969697] f_measure 1 [1,1,1,1] f_measure 1 [1,1,1,1] f_measure 0.976203 [0.967742,0.966667,1,1] f_measure 1 [1,1,1,1] 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 0.982511 kappa 1 kappa 1 kappa 0.965517 kappa 1 kappa 0.982829 kappa 1 kb_relative_information_score 84.084021 kb_relative_information_score 81.919492 kb_relative_information_score 81.615782 kb_relative_information_score 81.628367 kb_relative_information_score 83.088247 kb_relative_information_score 83.088247 kb_relative_information_score 82.290761 kb_relative_information_score 84.919171 kb_relative_information_score 83.727229 kb_relative_information_score 84.919175 mean_absolute_error 0.005882 mean_absolute_error 0.005955 mean_absolute_error 0.006046 mean_absolute_error 0.005954 mean_absolute_error 0 mean_absolute_error 0 mean_absolute_error 0.010631 mean_absolute_error 0 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 0.988456 [0.969697,1,1,1] precision 1 [1,1,1,1] precision 1 [1,1,1,1] precision 0.977727 [1,0.935484,1,1] precision 1 [1,1,1,1] 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 0.988095 predictive_accuracy 1 predictive_accuracy 1 predictive_accuracy 0.97619 predictive_accuracy 1 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 0.988095 [1,1,1,0.941176] recall 1 [1,1,1,1] recall 1 [1,1,1,1] recall 0.97619 [0.9375,1,1,1] recall 1 [1,1,1,1] recall 0.988095 [1,0.965517,1,1] recall 1 [1,1,1,1] relative_absolute_error 0.01709 relative_absolute_error 0.017375 relative_absolute_error 0.017641 relative_absolute_error 0.017371 relative_absolute_error 0 relative_absolute_error 0 relative_absolute_error 0.030863 relative_absolute_error 0 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 0.077152 root_mean_squared_error 0 root_mean_squared_error 0 root_mean_squared_error 0.098086 root_mean_squared_error 0 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 0.186718 root_relative_squared_error 0 root_relative_squared_error 0 root_relative_squared_error 0.236209 root_relative_squared_error 0.000001 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