32634 2 Joaquin Vanschoren 3797 Supervised Classification predictive_accuracy 523 weka.Bagging_J48(2) 771 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 160 -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 I 160 523 P 100 523 S 1 523 W weka.classifiers.trees.J48 523 num-slots 1 523 C 0.25 365 M 2 365 934 socmob https://www.openml.org/data/download/53468/socmob.arff -1 81271 description https://api.openml.org/data/download/81271/weka_generated_run3742322157772987541.xml -1 81274 model_readable https://api.openml.org/data/download/81274/WekaModel_weka.classifiers.meta.Bagging3482130664993862798.model -1 81273 model_serialized https://api.openml.org/data/download/81273/WekaSerialized_weka.classifiers.meta.Bagging2571620233620472384.model -1 81272 predictions https://api.openml.org/data/download/81272/weka_generated_predictions9000567865012023490.arff area_under_roc_curve 0.973216 [0.973216,0.973216] average_cost 0 build_cpu_time 0.263648 build_memory 998956810.33218 f_measure 0.940753 [0.962431,0.864542] kappa 0.826992 kb_relative_information_score 827.148645 mean_absolute_error 0.101315 mean_prior_absolute_error 0.345091 number_of_instances 1156 [900,256] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.940527 [0.957143,0.882114] predictive_accuracy 0.941176 prior_entropy 0.763684 recall 0.941176 [0.967778,0.847656] relative_absolute_error 0.29359 root_mean_prior_squared_error 0.415225 root_mean_squared_error 0.217551 root_relative_squared_error 0.523935 scimark_benchmark 945.614865 [559.9488393771786, 1011.5249537742577, 482.36378704342826, 907.3866581455474, 1766.8500850997275] total_cost 0 area_under_roc_curve 0.988889 [0.988889,0.988889] area_under_roc_curve 0.962607 [0.962607,0.962607] area_under_roc_curve 0.953846 [0.953846,0.953846] area_under_roc_curve 0.976496 [0.976496,0.976496] area_under_roc_curve 0.974359 [0.974359,0.974359] area_under_roc_curve 0.987179 [0.987179,0.987179] area_under_roc_curve 0.988667 [0.988667,0.988667] area_under_roc_curve 0.966 [0.966,0.966] area_under_roc_curve 0.992444 [0.992444,0.992444] area_under_roc_curve 0.977556 [0.977556,0.977556] 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 0.373 build_cpu_time 0.373 build_cpu_time 0.291 build_cpu_time 0.291 build_cpu_time 0.21 build_cpu_time 0.214 build_cpu_time 0.222 build_cpu_time 0.22 build_cpu_time 0.224 build_cpu_time 0.217 build_memory 1294982088 build_memory 1411590488 build_memory 1528218704 build_memory 490894336 build_memory 603420832 build_memory 715947336 build_memory 828481240 build_memory 941006752 build_memory 1031028912 build_memory 1143551216 f_measure 0.948943 [0.966292,0.888889] f_measure 0.914905 [0.94382,0.814815] f_measure 0.965017 [0.978022,0.92] f_measure 0.93923 [0.961326,0.862745] f_measure 0.913793 [0.944444,0.807692] f_measure 0.965017 [0.978022,0.92] f_measure 0.947826 [0.966667,0.88] f_measure 0.936571 [0.962162,0.844444] f_measure 0.947826 [0.966667,0.88] f_measure 0.928166 [0.956522,0.826087] kappa 0.855241 kappa 0.758735 kappa 0.898067 kappa 0.82409 kappa 0.752137 kappa 0.898067 kappa 0.846667 kappa 0.807186 kappa 0.846667 kappa 0.783019 kb_relative_information_score 86.408426 kb_relative_information_score 78.694054 kb_relative_information_score 89.544063 kb_relative_information_score 79.33697 kb_relative_information_score 77.461164 kb_relative_information_score 85.639623 kb_relative_information_score 86.207436 kb_relative_information_score 80.901714 kb_relative_information_score 85.319286 kb_relative_information_score 77.63591 mean_absolute_error 0.094001 mean_absolute_error 0.11521 mean_absolute_error 0.087307 mean_absolute_error 0.111458 mean_absolute_error 0.112942 mean_absolute_error 0.099697 mean_absolute_error 0.089006 mean_absolute_error 0.10112 mean_absolute_error 0.09223 mean_absolute_error 0.110071 mean_prior_absolute_error 0.346584 mean_prior_absolute_error 0.346584 mean_prior_absolute_error 0.346584 mean_prior_absolute_error 0.346584 mean_prior_absolute_error 0.346584 mean_prior_absolute_error 0.346584 mean_prior_absolute_error 0.342832 mean_prior_absolute_error 0.342832 mean_prior_absolute_error 0.342832 mean_prior_absolute_error 0.342832 number_of_instances 116 [90,26] number_of_instances 116 [90,26] number_of_instances 116 [90,26] number_of_instances 116 [90,26] number_of_instances 116 [90,26] number_of_instances 116 [90,26] number_of_instances 115 [90,25] number_of_instances 115 [90,25] number_of_instances 115 [90,25] number_of_instances 115 [90,25] precision 0.950347 [0.977273,0.857143] precision 0.916704 [0.954545,0.785714] precision 0.965361 [0.967391,0.958333] precision 0.939 [0.956044,0.88] precision 0.913793 [0.944444,0.807692] precision 0.965361 [0.967391,0.958333] precision 0.947826 [0.966667,0.88] precision 0.939703 [0.936842,0.95] precision 0.947826 [0.966667,0.88] precision 0.929342 [0.93617,0.904762] predictive_accuracy 0.948276 predictive_accuracy 0.913793 predictive_accuracy 0.965517 predictive_accuracy 0.939655 predictive_accuracy 0.913793 predictive_accuracy 0.965517 predictive_accuracy 0.947826 predictive_accuracy 0.93913 predictive_accuracy 0.947826 predictive_accuracy 0.930435 prior_entropy 0.763684 prior_entropy 0.763684 prior_entropy 0.763684 prior_entropy 0.763684 prior_entropy 0.763684 prior_entropy 0.763684 prior_entropy 0.763684 prior_entropy 0.763684 prior_entropy 0.763684 prior_entropy 0.763684 recall 0.948276 [0.955556,0.923077] recall 0.913793 [0.933333,0.846154] recall 0.965517 [0.988889,0.884615] recall 0.939655 [0.966667,0.846154] recall 0.913793 [0.944444,0.807692] recall 0.965517 [0.988889,0.884615] recall 0.947826 [0.966667,0.88] recall 0.93913 [0.988889,0.76] recall 0.947826 [0.966667,0.88] recall 0.930435 [0.977778,0.76] relative_absolute_error 0.271221 relative_absolute_error 0.332415 relative_absolute_error 0.251908 relative_absolute_error 0.32159 relative_absolute_error 0.325872 relative_absolute_error 0.287655 relative_absolute_error 0.25962 relative_absolute_error 0.294955 relative_absolute_error 0.269024 relative_absolute_error 0.321064 root_mean_prior_squared_error 0.417019 root_mean_prior_squared_error 0.417019 root_mean_prior_squared_error 0.417019 root_mean_prior_squared_error 0.417019 root_mean_prior_squared_error 0.417019 root_mean_prior_squared_error 0.417019 root_mean_prior_squared_error 0.412496 root_mean_prior_squared_error 0.412496 root_mean_prior_squared_error 0.412496 root_mean_prior_squared_error 0.412496 root_mean_squared_error 0.192322 root_mean_squared_error 0.24588 root_mean_squared_error 0.195134 root_mean_squared_error 0.2376 root_mean_squared_error 0.250916 root_mean_squared_error 0.199577 root_mean_squared_error 0.185902 root_mean_squared_error 0.221588 root_mean_squared_error 0.195966 root_mean_squared_error 0.237405 root_relative_squared_error 0.461184 root_relative_squared_error 0.589612 root_relative_squared_error 0.467926 root_relative_squared_error 0.569758 root_relative_squared_error 0.601689 root_relative_squared_error 0.47858 root_relative_squared_error 0.450677 root_relative_squared_error 0.537188 root_relative_squared_error 0.475074 root_relative_squared_error 0.575533 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