420924 2 Joaquin Vanschoren 1794 Supervised Classification predictive_accuracy 1192 weka.MultiBoostAB_DecisionStump(3) 2050 weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 1 -I 160 -W weka.classifiers.trees.DecisionStump C 3 1192 P 100 1192 S 1 1192 I 160 1192 W weka.classifiers.trees.DecisionStump 1192 weka weka_3.7.12 30 page-blocks https://www.openml.org/data/download/30/dataset_30_page-blocks.arff -1 1471000 description https://api.openml.org/data/download/1471000/weka_generated_run4101988682769021904.xml -1 1471003 model_readable https://api.openml.org/data/download/1471003/WekaModel_weka.classifiers.meta.MultiBoostAB7934888963629147245.model -1 1471002 model_serialized https://api.openml.org/data/download/1471002/WekaSerialized_weka.classifiers.meta.MultiBoostAB524915887600060168.model -1 1471001 predictions https://api.openml.org/data/download/1471001/weka_generated_predictions9044017820675266943.arff area_under_roc_curve 0.90382 [0.905105,0.933532,0.892105,0.9724,0.714289] average_cost 0 f_measure 0.91203 [0.962451,0.799451,0,0,0] kappa 0.579507 kb_relative_information_score 9191.101519 mean_absolute_error 0.060318 mean_prior_absolute_error 0.076155 number_of_instances 27365 [24565,1645,140,440,575] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.894108 [0.947182,0.729323,0,0,0] predictive_accuracy 0.931299 prior_entropy 0.639139 recall 0.931299 [0.978221,0.884498,0,0,0] relative_absolute_error 0.792044 root_mean_prior_squared_error 0.19485 root_mean_squared_error 0.153015 root_relative_squared_error 0.785297 scimark_benchmark 938.311492 [554.431243089541, 1001.0155513775524, 479.99187728791736, 904.5686674515777, 1751.5501218345944] total_cost 0 usercpu_time_millis 90 usercpu_time_millis_testing 10 usercpu_time_millis_training 80 area_under_roc_curve 0.888533 [0.889807,0.92493,0.899559,0.960335,0.674544] area_under_roc_curve 0.905436 [0.906842,0.914773,0.889093,0.981581,0.765642] area_under_roc_curve 0.894878 [0.896273,0.936272,0.903415,0.924392,0.693594] area_under_roc_curve 0.902033 [0.903231,0.933339,0.888542,0.98191,0.705432] area_under_roc_curve 0.898404 [0.899746,0.942645,0.901946,0.94925,0.676301] area_under_roc_curve 0.920571 [0.921965,0.948261,0.890154,0.995775,0.729763] area_under_roc_curve 0.900023 [0.90131,0.957985,0.901543,0.937137,0.647771] area_under_roc_curve 0.907298 [0.908519,0.942141,0.881888,0.995454,0.692629] area_under_roc_curve 0.914733 [0.916115,0.947094,0.884276,0.996805,0.705657] area_under_roc_curve 0.915412 [0.916708,0.918203,0.890968,0.987792,0.801677] 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 f_measure 0.909099 [0.960784,0.777778,0,0,0] f_measure 0.909081 [0.960992,0.774373,0,0,0] f_measure 0.912502 [0.962785,0.805556,0,0,0] f_measure 0.909803 [0.961091,0.784946,0,0,0] f_measure 0.913616 [0.963363,0.815427,0,0,0] f_measure 0.914945 [0.964121,0.820652,0,0,0] f_measure 0.914951 [0.963913,0.823848,0,0,0] f_measure 0.911568 [0.962117,0.793478,0,0,0] f_measure 0.914298 [0.963807,0.814607,0,0,0] f_measure 0.910455 [0.961538,0.783562,0,0,0] kappa 0.558762 kappa 0.557928 kappa 0.581293 kappa 0.570728 kappa 0.590362 kappa 0.599985 kappa 0.600728 kappa 0.577749 kappa 0.588575 kappa 0.568672 kb_relative_information_score 909.767494 kb_relative_information_score 856.177035 kb_relative_information_score 945.135423 kb_relative_information_score 882.952088 kb_relative_information_score 943.285525 kb_relative_information_score 927.686372 kb_relative_information_score 954.461947 kb_relative_information_score 918.392782 kb_relative_information_score 963.103034 kb_relative_information_score 890.13982 mean_absolute_error 0.0588 mean_absolute_error 0.061296 mean_absolute_error 0.059761 mean_absolute_error 0.06101 mean_absolute_error 0.060645 mean_absolute_error 0.06217 mean_absolute_error 0.06044 mean_absolute_error 0.059594 mean_absolute_error 0.058979 mean_absolute_error 0.060491 mean_prior_absolute_error 0.076152 mean_prior_absolute_error 0.076152 mean_prior_absolute_error 0.076274 mean_prior_absolute_error 0.076152 mean_prior_absolute_error 0.076274 mean_prior_absolute_error 0.076159 mean_prior_absolute_error 0.076159 mean_prior_absolute_error 0.076037 mean_prior_absolute_error 0.076159 mean_prior_absolute_error 0.076037 number_of_instances 2737 [2457,164,14,44,58] number_of_instances 2737 [2457,164,14,44,58] number_of_instances 2737 [2456,165,14,44,58] number_of_instances 2737 [2457,164,14,44,58] number_of_instances 2737 [2456,165,14,44,58] number_of_instances 2736 [2456,165,14,44,57] number_of_instances 2736 [2456,165,14,44,57] number_of_instances 2736 [2457,164,14,44,57] number_of_instances 2736 [2456,165,14,44,57] number_of_instances 2736 [2457,164,14,44,57] precision 0.891038 [0.944904,0.714286,0,0,0] precision 0.89097 [0.944925,0.712821,0,0,0] precision 0.894152 [0.946499,0.74359,0,0,0] precision 0.892547 [0.94741,0.701923,0,0,0] precision 0.89539 [0.947617,0.747475,0,0,0] precision 0.897158 [0.949467,0.743842,0,0,0] precision 0.897216 [0.949447,0.745098,0,0,0] precision 0.894109 [0.947867,0.715686,0,0,0] precision 0.895827 [0.946955,0.759162,0,0,0] precision 0.892847 [0.946746,0.711443,0,0,0] predictive_accuracy 0.928389 predictive_accuracy 0.928389 predictive_accuracy 0.932042 predictive_accuracy 0.928754 predictive_accuracy 0.933138 predictive_accuracy 0.934211 predictive_accuracy 0.934211 predictive_accuracy 0.930556 predictive_accuracy 0.933845 predictive_accuracy 0.929459 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 prior_entropy 0.639139 recall 0.928389 [0.977208,0.853659,0,0,0] recall 0.928389 [0.977615,0.847561,0,0,0] recall 0.932042 [0.979642,0.878788,0,0,0] recall 0.928754 [0.975173,0.890244,0,0,0] recall 0.933138 [0.979642,0.89697,0,0,0] recall 0.934211 [0.979235,0.915152,0,0,0] recall 0.934211 [0.978827,0.921212,0,0,0] recall 0.930556 [0.976801,0.890244,0,0,0] recall 0.933845 [0.98127,0.878788,0,0,0] recall 0.929459 [0.976801,0.871951,0,0,0] relative_absolute_error 0.772137 relative_absolute_error 0.804924 relative_absolute_error 0.783497 relative_absolute_error 0.80116 relative_absolute_error 0.79509 relative_absolute_error 0.816313 relative_absolute_error 0.793597 relative_absolute_error 0.783759 relative_absolute_error 0.774417 relative_absolute_error 0.795552 root_mean_prior_squared_error 0.194841 root_mean_prior_squared_error 0.194841 root_mean_prior_squared_error 0.195154 root_mean_prior_squared_error 0.194841 root_mean_prior_squared_error 0.195154 root_mean_prior_squared_error 0.194859 root_mean_prior_squared_error 0.194859 root_mean_prior_squared_error 0.194545 root_mean_prior_squared_error 0.194859 root_mean_prior_squared_error 0.194545 root_mean_squared_error 0.155889 root_mean_squared_error 0.155916 root_mean_squared_error 0.152871 root_mean_squared_error 0.154963 root_mean_squared_error 0.152015 root_mean_squared_error 0.150268 root_mean_squared_error 0.150648 root_mean_squared_error 0.152888 root_mean_squared_error 0.150406 root_mean_squared_error 0.154143 root_relative_squared_error 0.800083 root_relative_squared_error 0.800223 root_relative_squared_error 0.783334 root_relative_squared_error 0.795329 root_relative_squared_error 0.778948 root_relative_squared_error 0.771163 root_relative_squared_error 0.773113 root_relative_squared_error 0.785877 root_relative_squared_error 0.771872 root_relative_squared_error 0.792329 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 usercpu_time_millis 70 usercpu_time_millis 40 usercpu_time_millis 50 usercpu_time_millis 40 usercpu_time_millis 50 usercpu_time_millis 50 usercpu_time_millis 50 usercpu_time_millis 50 usercpu_time_millis 40 usercpu_time_millis 60 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 10 usercpu_time_millis_training 70 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 40 usercpu_time_millis_training 50 usercpu_time_millis_training 40 usercpu_time_millis_training 50 usercpu_time_millis_training 40 usercpu_time_millis_training 50