67864 2 Joaquin Vanschoren 1777 Supervised Classification predictive_accuracy 622 weka.RealAdaBoost_RandomTree(1) 1057 weka.classifiers.meta.RealAdaBoost -- -P 100 -H 1.0 -S 1 -I 10 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1 K 0 421 M 1.0 421 S 1 421 V 0.001 421 P 100 622 H 1.0 622 S 1 622 I 10 622 W weka.classifiers.trees.RandomTree 622 13 breast-cancer https://www.openml.org/data/download/13/dataset_13_breast-cancer.arff -1 190051 description https://api.openml.org/data/download/190051/weka_generated_run7595157256295267963.xml -1 190054 model_readable https://api.openml.org/data/download/190054/WekaModel_weka.classifiers.meta.RealAdaBoost5343772618042472377.model -1 190053 model_serialized https://api.openml.org/data/download/190053/WekaSerialized_weka.classifiers.meta.RealAdaBoost5202538501466809000.model -1 190052 predictions https://api.openml.org/data/download/190052/weka_generated_predictions5229633023853786933.arff area_under_roc_curve 0.619247 [0.619247,0.619247] average_cost 0 build_cpu_time 0.0043 build_memory 90490232.8 f_measure 0.655227 [0.772901,0.376963] kappa 0.153773 kb_relative_information_score 202.813986 mean_absolute_error 0.334084 mean_prior_absolute_error 0.418318 number_of_instances 1430 [1005,425] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.648029 [0.742438,0.424779] predictive_accuracy 0.667133 prior_entropy 0.879586 recall 0.667133 [0.80597,0.338824] relative_absolute_error 0.798637 root_mean_prior_squared_error 0.457029 root_mean_squared_error 0.563625 root_relative_squared_error 1.233238 scimark_benchmark 947.384641 [557.2654022646841, 1015.2555353338006, 484.54051677983614, 912.4399121942508, 1767.4218398162996] total_cost 0 area_under_roc_curve 0.676332 [0.676332,0.676332] area_under_roc_curve 0.638378 [0.638378,0.638378] area_under_roc_curve 0.538543 [0.538543,0.538543] area_under_roc_curve 0.614804 [0.614804,0.614804] area_under_roc_curve 0.595116 [0.595116,0.595116] area_under_roc_curve 0.611047 [0.611047,0.611047] area_under_roc_curve 0.691512 [0.691512,0.691512] area_under_roc_curve 0.628953 [0.628953,0.628953] area_under_roc_curve 0.63593 [0.63593,0.63593] area_under_roc_curve 0.57025 [0.57025,0.57025] 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 0.004 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.005 build_cpu_time 0.003 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.006 build_cpu_time 0.005 build_memory 75925592 build_memory 89168400 build_memory 89168400 build_memory 89168400 build_memory 102403048 build_memory 75925592 build_memory 89168400 build_memory 89168400 build_memory 102403048 build_memory 102403048 f_measure 0.713556 [0.807692,0.487179] f_measure 0.633712 [0.745098,0.365854] f_measure 0.601895 [0.75576,0.231884] f_measure 0.649572 [0.773585,0.351351] f_measure 0.639143 [0.759615,0.358974] f_measure 0.676068 [0.792453,0.405405] f_measure 0.67363 [0.77451,0.439024] f_measure 0.672458 [0.794393,0.388889] f_measure 0.676068 [0.792453,0.405405] f_measure 0.611076 [0.731707,0.320988] kappa 0.296433 kappa 0.111164 kappa 0.002632 kappa 0.130479 kappa 0.122053 kappa 0.205154 kappa 0.214286 kappa 0.19354 kappa 0.205154 kappa 0.053208 kb_relative_information_score 37.291107 kb_relative_information_score 11.231713 kb_relative_information_score 6.799152 kb_relative_information_score 19.731173 kb_relative_information_score 12.833262 kb_relative_information_score 26.258989 kb_relative_information_score 26.644847 kb_relative_information_score 33.072225 kb_relative_information_score 29.004956 kb_relative_information_score -0.053438 mean_absolute_error 0.287234 mean_absolute_error 0.355366 mean_absolute_error 0.368878 mean_absolute_error 0.334741 mean_absolute_error 0.356775 mean_absolute_error 0.320407 mean_absolute_error 0.317991 mean_absolute_error 0.300652 mean_absolute_error 0.31181 mean_absolute_error 0.38699 mean_prior_absolute_error 0.416909 mean_prior_absolute_error 0.416909 mean_prior_absolute_error 0.416909 mean_prior_absolute_error 0.416909 mean_prior_absolute_error 0.419726 mean_prior_absolute_error 0.419726 mean_prior_absolute_error 0.419726 mean_prior_absolute_error 0.419726 mean_prior_absolute_error 0.419726 mean_prior_absolute_error 0.416909 number_of_instances 143 [101,42] number_of_instances 143 [101,42] number_of_instances 143 [101,42] number_of_instances 143 [101,42] number_of_instances 143 [100,43] number_of_instances 143 [100,43] number_of_instances 143 [100,43] number_of_instances 143 [100,43] number_of_instances 143 [100,43] number_of_instances 143 [101,42] precision 0.709485 [0.785047,0.527778] precision 0.631289 [0.737864,0.375] precision 0.586301 [0.706897,0.296296] precision 0.641085 [0.738739,0.40625] precision 0.631805 [0.731481,0.4] precision 0.669975 [0.75,0.483871] precision 0.669984 [0.759615,0.461538] precision 0.666574 [0.745614,0.482759] precision 0.669975 [0.75,0.483871] precision 0.607249 [0.721154,0.333333] predictive_accuracy 0.72028 predictive_accuracy 0.636364 predictive_accuracy 0.629371 predictive_accuracy 0.664336 predictive_accuracy 0.65035 predictive_accuracy 0.692308 predictive_accuracy 0.678322 predictive_accuracy 0.692308 predictive_accuracy 0.692308 predictive_accuracy 0.615385 prior_entropy 0.879586 prior_entropy 0.879586 prior_entropy 0.879586 prior_entropy 0.879586 prior_entropy 0.879586 prior_entropy 0.879586 prior_entropy 0.879586 prior_entropy 0.879586 prior_entropy 0.879586 prior_entropy 0.879586 recall 0.72028 [0.831683,0.452381] recall 0.636364 [0.752475,0.357143] recall 0.629371 [0.811881,0.190476] recall 0.664336 [0.811881,0.309524] recall 0.65035 [0.79,0.325581] recall 0.692308 [0.84,0.348837] recall 0.678322 [0.79,0.418605] recall 0.692308 [0.85,0.325581] recall 0.692308 [0.84,0.348837] recall 0.615385 [0.742574,0.309524] relative_absolute_error 0.688959 relative_absolute_error 0.852382 relative_absolute_error 0.884791 relative_absolute_error 0.802909 relative_absolute_error 0.850018 relative_absolute_error 0.763372 relative_absolute_error 0.757615 relative_absolute_error 0.716305 relative_absolute_error 0.742889 relative_absolute_error 0.928235 root_mean_prior_squared_error 0.455485 root_mean_prior_squared_error 0.455485 root_mean_prior_squared_error 0.455485 root_mean_prior_squared_error 0.455485 root_mean_prior_squared_error 0.458567 root_mean_prior_squared_error 0.458567 root_mean_prior_squared_error 0.458567 root_mean_prior_squared_error 0.458567 root_mean_prior_squared_error 0.458567 root_mean_prior_squared_error 0.455485 root_mean_squared_error 0.517339 root_mean_squared_error 0.582882 root_mean_squared_error 0.591224 root_mean_squared_error 0.567114 root_mean_squared_error 0.583787 root_mean_squared_error 0.549976 root_mean_squared_error 0.545839 root_mean_squared_error 0.529694 root_mean_squared_error 0.552909 root_mean_squared_error 0.608829 root_relative_squared_error 1.135797 root_relative_squared_error 1.279694 root_relative_squared_error 1.298008 root_relative_squared_error 1.245075 root_relative_squared_error 1.273068 root_relative_squared_error 1.199336 root_relative_squared_error 1.190316 root_relative_squared_error 1.155108 root_relative_squared_error 1.205732 root_relative_squared_error 1.33666 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