86976 2 Joaquin Vanschoren 1793 Supervised Classification predictive_accuracy 535 weka.Bagging_SPegasos(2) 827 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.functions.SPegasos -- -F 0 -L 1.0E-4 -E 500 I 10 535 P 100 535 S 1 535 W weka.classifiers.functions.SPegasos 535 num-slots 1 535 E 500 426 F 0 426 L 1.0E-4 426 29 credit-approval https://www.openml.org/data/download/29/dataset_29_credit-a.arff -1 261714 description https://api.openml.org/data/download/261714/weka_generated_run1014384390680717197.xml -1 261717 model_readable https://api.openml.org/data/download/261717/WekaModel_weka.classifiers.meta.Bagging9190024713957722202.model -1 261716 model_serialized https://api.openml.org/data/download/261716/WekaSerialized_weka.classifiers.meta.Bagging1137960241082715556.model -1 261715 predictions https://api.openml.org/data/download/261715/weka_generated_predictions193496136564522717.arff area_under_roc_curve 0.895862 [0.895862,0.895862] average_cost 0 build_cpu_time 0.6996 build_memory 463087017.6 f_measure 0.844714 [0.830546,0.856071] kappa 0.686876 kb_relative_information_score 2269.314569 mean_absolute_error 0.171159 mean_prior_absolute_error 0.493952 number_of_instances 3450 [1535,1915] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.846472 [0.805386,0.879405] predictive_accuracy 0.844348 prior_entropy 0.991282 recall 0.844348 [0.857329,0.833943] relative_absolute_error 0.346511 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.353348 root_relative_squared_error 0.711023 scimark_benchmark 931.489398 [556.7317474007057, 995.585111012386, 475.94943151753284, 905.818919013148, 1723.3617822104022] total_cost 0 area_under_roc_curve 0.915645 [0.915645,0.915645] area_under_roc_curve 0.903118 [0.903118,0.903118] area_under_roc_curve 0.886251 [0.886251,0.886251] area_under_roc_curve 0.900616 [0.900616,0.900616] area_under_roc_curve 0.880617 [0.880617,0.880617] area_under_roc_curve 0.864775 [0.864775,0.864775] area_under_roc_curve 0.889576 [0.889576,0.889576] area_under_roc_curve 0.911726 [0.911726,0.911726] area_under_roc_curve 0.907136 [0.907136,0.907136] area_under_roc_curve 0.909465 [0.909465,0.909465] 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 0.952 build_cpu_time 0.673 build_cpu_time 0.662 build_cpu_time 0.671 build_cpu_time 0.667 build_cpu_time 0.667 build_cpu_time 0.667 build_cpu_time 0.693 build_cpu_time 0.673 build_cpu_time 0.671 build_memory 381204408 build_memory 416850616 build_memory 459605896 build_memory 490329176 build_memory 521581672 build_memory 400745704 build_memory 443379032 build_memory 474696176 build_memory 505846008 build_memory 536631488 f_measure 0.869521 [0.852459,0.883117] f_measure 0.840408 [0.818482,0.857881] f_measure 0.831884 [0.810458,0.848958] f_measure 0.846324 [0.82623,0.862338] f_measure 0.838161 [0.825,0.848649] f_measure 0.832288 [0.826347,0.837079] f_measure 0.834966 [0.832845,0.836676] f_measure 0.866877 [0.853503,0.87766] f_measure 0.849638 [0.844311,0.853933] f_measure 0.834729 [0.814332,0.851175] kappa 0.735578 kappa 0.676388 kappa 0.659416 kappa 0.68857 kappa 0.674188 kappa 0.665329 kappa 0.672517 kappa 0.731245 kappa 0.69995 kappa 0.66551 kb_relative_information_score 234.950443 kb_relative_information_score 224.63778 kb_relative_information_score 214.683157 kb_relative_information_score 228.817887 kb_relative_information_score 222.355995 kb_relative_information_score 218.229111 kb_relative_information_score 224.69406 kb_relative_information_score 243.226073 kb_relative_information_score 232.122401 kb_relative_information_score 225.597663 mean_absolute_error 0.161159 mean_absolute_error 0.175362 mean_absolute_error 0.189565 mean_absolute_error 0.167246 mean_absolute_error 0.177391 mean_absolute_error 0.183478 mean_absolute_error 0.173333 mean_absolute_error 0.148116 mean_absolute_error 0.164638 mean_absolute_error 0.171304 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.494111 mean_prior_absolute_error 0.494111 mean_prior_absolute_error 0.494111 mean_prior_absolute_error 0.494111 mean_prior_absolute_error 0.494111 number_of_instances 345 [153,192] number_of_instances 345 [153,192] number_of_instances 345 [153,192] number_of_instances 345 [153,192] number_of_instances 345 [153,192] number_of_instances 345 [154,191] number_of_instances 345 [154,191] number_of_instances 345 [154,191] number_of_instances 345 [154,191] number_of_instances 345 [154,191] precision 0.869491 [0.855263,0.880829] precision 0.840366 [0.826667,0.851282] precision 0.831884 [0.810458,0.848958] precision 0.846287 [0.828947,0.860104] precision 0.841398 [0.790419,0.882022] precision 0.842161 [0.766667,0.90303] precision 0.850536 [0.759358,0.924051] precision 0.867613 [0.8375,0.891892] precision 0.859666 [0.783333,0.921212] precision 0.83469 [0.816993,0.848958] predictive_accuracy 0.869565 predictive_accuracy 0.84058 predictive_accuracy 0.831884 predictive_accuracy 0.846377 predictive_accuracy 0.837681 predictive_accuracy 0.831884 predictive_accuracy 0.834783 predictive_accuracy 0.866667 predictive_accuracy 0.849275 predictive_accuracy 0.834783 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 recall 0.869565 [0.849673,0.885417] recall 0.84058 [0.810458,0.864583] recall 0.831884 [0.810458,0.848958] recall 0.846377 [0.823529,0.864583] recall 0.837681 [0.862745,0.817708] recall 0.831884 [0.896104,0.780105] recall 0.834783 [0.922078,0.764398] recall 0.866667 [0.87013,0.863874] recall 0.849275 [0.915584,0.795812] recall 0.834783 [0.811688,0.853403] relative_absolute_error 0.326371 relative_absolute_error 0.355134 relative_absolute_error 0.383897 relative_absolute_error 0.338698 relative_absolute_error 0.359243 relative_absolute_error 0.37133 relative_absolute_error 0.350799 relative_absolute_error 0.299763 relative_absolute_error 0.3332 relative_absolute_error 0.346692 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.497118 root_mean_prior_squared_error 0.497118 root_mean_prior_squared_error 0.497118 root_mean_prior_squared_error 0.497118 root_mean_prior_squared_error 0.497118 root_mean_squared_error 0.324997 root_mean_squared_error 0.347371 root_mean_squared_error 0.367285 root_mean_squared_error 0.347371 root_mean_squared_error 0.366179 root_mean_squared_error 0.385197 root_mean_squared_error 0.369802 root_mean_squared_error 0.329294 root_mean_squared_error 0.339394 root_mean_squared_error 0.35193 root_relative_squared_error 0.654184 root_relative_squared_error 0.69922 root_relative_squared_error 0.739306 root_relative_squared_error 0.69922 root_relative_squared_error 0.737079 root_relative_squared_error 0.774861 root_relative_squared_error 0.743892 root_relative_squared_error 0.662407 root_relative_squared_error 0.682724 root_relative_squared_error 0.707942 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