64770 2 Joaquin Vanschoren 1793 Supervised Classification predictive_accuracy 613 weka.MultiBoostAB_SPegasos(2) 1048 weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 1 -I 160 -W weka.classifiers.functions.SPegasos -- -F 0 -L 1.0E-4 -E 500 E 500 426 F 0 426 L 1.0E-4 426 C 3 613 P 100 613 S 1 613 I 160 613 W weka.classifiers.functions.SPegasos 613 29 credit-approval https://www.openml.org/data/download/29/dataset_29_credit-a.arff -1 179458 description https://api.openml.org/data/download/179458/weka_generated_run8298715237224152198.xml -1 179461 model_readable https://api.openml.org/data/download/179461/WekaModel_weka.classifiers.meta.MultiBoostAB2052536848058162227.model -1 179460 model_serialized https://api.openml.org/data/download/179460/WekaSerialized_weka.classifiers.meta.MultiBoostAB8129487718231214438.model -1 179459 predictions https://api.openml.org/data/download/179459/weka_generated_predictions2551654704630696670.arff area_under_roc_curve 0.880429 [0.880429,0.880429] average_cost 0 build_cpu_time 1.342 build_memory 25744304 f_measure 0.821664 [0.802057,0.837381] kappa 0.639492 kb_relative_information_score 2061.783932 mean_absolute_error 0.202795 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 0.822124 [0.791376,0.84677] predictive_accuracy 0.821449 prior_entropy 0.991282 recall 0.821449 [0.813029,0.828198] relative_absolute_error 0.410557 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.38142 root_relative_squared_error 0.767511 scimark_benchmark 929.243067 [558.5144281263492, 960.1171087695311, 455.55442203429567, 913.7121081704029, 1758.3172656914378] total_cost 0 area_under_roc_curve 0.886063 [0.886063,0.886063] area_under_roc_curve 0.882438 [0.882438,0.882438] area_under_roc_curve 0.878608 [0.878608,0.878608] area_under_roc_curve 0.866405 [0.866405,0.866405] area_under_roc_curve 0.864754 [0.864754,0.864754] area_under_roc_curve 0.868192 [0.868192,0.868192] area_under_roc_curve 0.889491 [0.889491,0.889491] area_under_roc_curve 0.885259 [0.885259,0.885259] area_under_roc_curve 0.900422 [0.900422,0.900422] area_under_roc_curve 0.893639 [0.893639,0.893639] 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 2.305 build_cpu_time 1.694 build_cpu_time 1.372 build_cpu_time 0.651 build_cpu_time 1.25 build_cpu_time 0.926 build_cpu_time 1.498 build_cpu_time 1.458 build_cpu_time 0.797 build_cpu_time 1.469 build_memory 21896376 build_memory 19758104 build_memory 18003224 build_memory 25324872 build_memory 28620208 build_memory 26000296 build_memory 43909784 build_memory 34813424 build_memory 20997000 build_memory 18119752 f_measure 0.828927 [0.806557,0.846753] f_measure 0.817809 [0.8,0.832] f_measure 0.823128 [0.8,0.841558] f_measure 0.822856 [0.797342,0.843188] f_measure 0.811952 [0.792332,0.827586] f_measure 0.794796 [0.782875,0.804408] f_measure 0.829217 [0.811502,0.843501] f_measure 0.820171 [0.797386,0.838542] f_measure 0.840965 [0.827586,0.851752] f_measure 0.826087 [0.805195,0.842932] kappa 0.653314 kappa 0.632252 kappa 0.641561 kappa 0.640607 kappa 0.620076 kappa 0.588534 kappa 0.655076 kappa 0.63594 kappa 0.679666 kappa 0.648127 kb_relative_information_score 214.403895 kb_relative_information_score 204.772533 kb_relative_information_score 211.71981 kb_relative_information_score 200.255721 kb_relative_information_score 196.992566 kb_relative_information_score 195.245216 kb_relative_information_score 210.632974 kb_relative_information_score 204.009894 kb_relative_information_score 209.982193 kb_relative_information_score 213.769131 mean_absolute_error 0.189908 mean_absolute_error 0.205286 mean_absolute_error 0.193947 mean_absolute_error 0.212272 mean_absolute_error 0.215892 mean_absolute_error 0.21638 mean_absolute_error 0.196286 mean_absolute_error 0.207456 mean_absolute_error 0.20014 mean_absolute_error 0.190385 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 0.828883 [0.809211,0.84456] precision 0.81934 [0.777778,0.852459] precision 0.823082 [0.802632,0.839378] precision 0.822874 [0.810811,0.832487] precision 0.812979 [0.775,0.843243] precision 0.800203 [0.739884,0.848837] precision 0.829799 [0.798742,0.854839] precision 0.820107 [0.802632,0.834197] precision 0.84306 [0.8,0.877778] precision 0.826087 [0.805195,0.842932] predictive_accuracy 0.828986 predictive_accuracy 0.817391 predictive_accuracy 0.823188 predictive_accuracy 0.823188 predictive_accuracy 0.811594 predictive_accuracy 0.794203 predictive_accuracy 0.828986 predictive_accuracy 0.82029 predictive_accuracy 0.84058 predictive_accuracy 0.826087 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 0.828986 [0.803922,0.848958] recall 0.817391 [0.823529,0.8125] recall 0.823188 [0.797386,0.84375] recall 0.823188 [0.784314,0.854167] recall 0.811594 [0.810458,0.8125] recall 0.794203 [0.831169,0.764398] recall 0.828986 [0.824675,0.832461] recall 0.82029 [0.792208,0.842932] recall 0.84058 [0.857143,0.827225] recall 0.826087 [0.805195,0.842932] relative_absolute_error 0.384591 relative_absolute_error 0.415734 relative_absolute_error 0.39277 relative_absolute_error 0.429882 relative_absolute_error 0.437212 relative_absolute_error 0.437918 relative_absolute_error 0.397252 relative_absolute_error 0.419856 relative_absolute_error 0.405051 relative_absolute_error 0.385309 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 0.368068 root_mean_squared_error 0.378116 root_mean_squared_error 0.376281 root_mean_squared_error 0.384742 root_mean_squared_error 0.39674 root_mean_squared_error 0.412943 root_mean_squared_error 0.378515 root_mean_squared_error 0.374816 root_mean_squared_error 0.355066 root_mean_squared_error 0.386003 root_relative_squared_error 0.740882 root_relative_squared_error 0.761106 root_relative_squared_error 0.757413 root_relative_squared_error 0.774444 root_relative_squared_error 0.798594 root_relative_squared_error 0.830675 root_relative_squared_error 0.761419 root_relative_squared_error 0.753979 root_relative_squared_error 0.714248 root_relative_squared_error 0.776482 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