126051 2 Joaquin Vanschoren 3735 Supervised Classification predictive_accuracy 417 weka.AdaBoostM1_NaiveBayes(2) 657 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 80 -W weka.classifiers.bayes.NaiveBayes I 80 417 P 100 417 S 1 417 W weka.classifiers.bayes.NaiveBayes 417 871 pollen https://www.openml.org/data/download/53405/pollen.arff -1 395410 description https://api.openml.org/data/download/395410/weka_generated_run6323657951362176639.xml -1 395413 model_readable https://api.openml.org/data/download/395413/WekaModel_weka.classifiers.meta.AdaBoostM15121864785885989004.model -1 395412 model_serialized https://api.openml.org/data/download/395412/WekaSerialized_weka.classifiers.meta.AdaBoostM17965918296257606831.model -1 395411 predictions https://api.openml.org/data/download/395411/weka_generated_predictions2369709032480626887.arff area_under_roc_curve 0.48093 [0.48093,0.48093] average_cost 0 build_cpu_time 0.071299 build_memory 1383781369.424117 f_measure 0.489617 [0.51999,0.459243] kappa -0.017152 kb_relative_information_score -5.648144 mean_absolute_error 0.500517 mean_prior_absolute_error 0.5 number_of_instances 3848 [1924,1924] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.491301 [0.492336,0.490265] predictive_accuracy 0.491424 prior_entropy 1 recall 0.491424 [0.550936,0.431913] relative_absolute_error 1.001034 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.500977 root_relative_squared_error 1.001953 scimark_benchmark 943.55038 [566.495824021114, 1013.3868112175512, 481.28276544297296, 908.9598333913673, 1747.6266666666663] total_cost 0 area_under_roc_curve 0.491931 [0.491931,0.491931] area_under_roc_curve 0.557224 [0.557224,0.557224] area_under_roc_curve 0.50506 [0.50506,0.50506] area_under_roc_curve 0.46736 [0.46736,0.46736] area_under_roc_curve 0.450426 [0.450426,0.450426] area_under_roc_curve 0.462827 [0.462827,0.462827] area_under_roc_curve 0.48285 [0.48285,0.48285] area_under_roc_curve 0.480772 [0.480772,0.480772] area_under_roc_curve 0.476644 [0.476644,0.476644] area_under_roc_curve 0.503838 [0.503838,0.503838] 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 0.034 build_cpu_time 0.053 build_cpu_time 0.015 build_cpu_time 0.054 build_cpu_time 0.054 build_cpu_time 0.133 build_cpu_time 0.131 build_cpu_time 0.092 build_cpu_time 0.093 build_cpu_time 0.054 build_memory 921416176 build_memory 1005531792 build_memory 1033570320 build_memory 1117685888 build_memory 1201804528 build_memory 1398074264 build_memory 1594343928 build_memory 1734536600 build_memory 1874729296 build_memory 1958889880 f_measure 0.503655 [0.513995,0.493369] f_measure 0.544 [0.598608,0.489676] f_measure 0.522058 [0.556901,0.487395] f_measure 0.472656 [0.478149,0.467192] f_measure 0.44875 [0.517321,0.379822] f_measure 0.470024 [0.508475,0.431373] f_measure 0.469808 [0.457447,0.482234] f_measure 0.47411 [0.53271,0.415205] f_measure 0.489528 [0.494845,0.484211] f_measure 0.489275 [0.527845,0.450704] kappa 0.007906 kappa 0.101862 kappa 0.049716 kappa -0.054481 kappa -0.086411 kappa -0.054937 kappa -0.059604 kappa -0.039557 kappa -0.020833 kappa -0.015625 kb_relative_information_score -0.754205 kb_relative_information_score 1.876729 kb_relative_information_score 0.672765 kb_relative_information_score -1.421203 kb_relative_information_score -2.126898 kb_relative_information_score -1.373409 kb_relative_information_score -0.980525 kb_relative_information_score -0.954191 kb_relative_information_score -0.863197 kb_relative_information_score 0.275989 mean_absolute_error 0.500724 mean_absolute_error 0.498282 mean_absolute_error 0.499304 mean_absolute_error 0.501307 mean_absolute_error 0.501963 mean_absolute_error 0.501262 mean_absolute_error 0.500906 mean_absolute_error 0.500881 mean_absolute_error 0.500794 mean_absolute_error 0.499744 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 number_of_instances 385 [192,193] number_of_instances 385 [192,193] number_of_instances 385 [192,193] number_of_instances 385 [192,193] number_of_instances 385 [193,192] number_of_instances 385 [193,192] number_of_instances 385 [193,192] number_of_instances 385 [193,192] number_of_instances 384 [192,192] number_of_instances 384 [192,192] precision 0.503965 [0.502488,0.505435] precision 0.554158 [0.539749,0.568493] precision 0.525438 [0.520362,0.530488] precision 0.472744 [0.472081,0.473404] precision 0.454056 [0.466667,0.441379] precision 0.471983 [0.477273,0.466667] precision 0.470121 [0.469945,0.470297] precision 0.479235 [0.485106,0.473333] precision 0.489579 [0.489796,0.489362] precision 0.492005 [0.493213,0.490798] predictive_accuracy 0.503896 predictive_accuracy 0.550649 predictive_accuracy 0.524675 predictive_accuracy 0.472727 predictive_accuracy 0.457143 predictive_accuracy 0.472727 predictive_accuracy 0.47013 predictive_accuracy 0.480519 predictive_accuracy 0.489583 predictive_accuracy 0.492188 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 recall 0.503896 [0.526042,0.481865] recall 0.550649 [0.671875,0.430052] recall 0.524675 [0.598958,0.450777] recall 0.472727 [0.484375,0.46114] recall 0.457143 [0.580311,0.333333] recall 0.472727 [0.544041,0.401042] recall 0.47013 [0.445596,0.494792] recall 0.480519 [0.590674,0.369792] recall 0.489583 [0.5,0.479167] recall 0.492188 [0.567708,0.416667] relative_absolute_error 1.001447 relative_absolute_error 0.996564 relative_absolute_error 0.998608 relative_absolute_error 1.002615 relative_absolute_error 1.003926 relative_absolute_error 1.002523 relative_absolute_error 1.001812 relative_absolute_error 1.001763 relative_absolute_error 1.001589 relative_absolute_error 0.999487 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.501387 root_mean_squared_error 0.498552 root_mean_squared_error 0.499824 root_mean_squared_error 0.501739 root_mean_squared_error 0.502447 root_mean_squared_error 0.501619 root_mean_squared_error 0.501715 root_mean_squared_error 0.501331 root_mean_squared_error 0.501113 root_mean_squared_error 0.500023 root_relative_squared_error 1.002775 root_relative_squared_error 0.997103 root_relative_squared_error 0.999649 root_relative_squared_error 1.003478 root_relative_squared_error 1.004895 root_relative_squared_error 1.003238 root_relative_squared_error 1.003431 root_relative_squared_error 1.002663 root_relative_squared_error 1.002227 root_relative_squared_error 1.000047 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