102700 2 Joaquin Vanschoren 1793 Supervised Classification predictive_accuracy 389 weka.IBk(2) 603 weka.classifiers.lazy.IBk -- -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\"" A true 389 K 1 389 W 0 389 29 credit-approval https://www.openml.org/data/download/29/dataset_29_credit-a.arff -1 305892 description https://api.openml.org/data/download/305892/weka_generated_run6910946456052686216.xml -1 305895 model_readable https://api.openml.org/data/download/305895/WekaModel_weka.classifiers.lazy.IBk4783197703988520956.model -1 305894 model_serialized https://api.openml.org/data/download/305894/WekaSerialized_weka.classifiers.lazy.IBk7617560329837346327.model -1 305893 predictions https://api.openml.org/data/download/305893/weka_generated_predictions3805828390742362938.arff area_under_roc_curve 0.801212 [0.801212,0.801212] average_cost 0 build_cpu_time 0.0006 build_memory 394112369.6 f_measure 0.805077 [0.77715,0.827462] kappa 0.60473 kb_relative_information_score 2075.315381 mean_absolute_error 0.196254 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 0.805124 [0.792683,0.815096] predictive_accuracy 0.805507 prior_entropy 0.991282 recall 0.805507 [0.762215,0.840209] relative_absolute_error 0.397314 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.43975 root_relative_squared_error 0.884884 scimark_benchmark 933.179899 [566.6798574038928, 1014.4538012229739, 481.28276544297296, 853.0556586559678, 1750.4274146326452] total_cost 0 area_under_roc_curve 0.802849 [0.802849,0.802849] area_under_roc_curve 0.777471 [0.777471,0.777471] area_under_roc_curve 0.80096 [0.80096,0.80096] area_under_roc_curve 0.800296 [0.800296,0.800296] area_under_roc_curve 0.823223 [0.823223,0.823223] area_under_roc_curve 0.784167 [0.784167,0.784167] area_under_roc_curve 0.816312 [0.816312,0.816312] area_under_roc_curve 0.800809 [0.800809,0.800809] area_under_roc_curve 0.792752 [0.792752,0.792752] area_under_roc_curve 0.813167 [0.813167,0.813167] 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 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0.001 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0 build_memory 385362888 build_memory 392654424 build_memory 392654424 build_memory 399945056 build_memory 399945056 build_memory 385362888 build_memory 392654424 build_memory 392654424 build_memory 399945056 build_memory 399945056 f_measure 0.809799 [0.773519,0.83871] f_measure 0.78201 [0.749164,0.808184] f_measure 0.805262 [0.77592,0.828645] f_measure 0.805078 [0.774411,0.829517] f_measure 0.823524 [0.805112,0.838196] f_measure 0.783181 [0.766355,0.796748] f_measure 0.819894 [0.794702,0.840206] f_measure 0.807063 [0.772414,0.835] f_measure 0.794381 [0.771704,0.812665] f_measure 0.818979 [0.787671,0.844221] kappa 0.613435 kappa 0.557533 kappa 0.60473 kappa 0.604202 kappa 0.643456 kappa 0.563726 kappa 0.63502 kappa 0.608507 kappa 0.584401 kappa 0.632701 kb_relative_information_score 211.627437 kb_relative_information_score 191.358931 kb_relative_information_score 207.573736 kb_relative_information_score 207.573736 kb_relative_information_score 219.734839 kb_relative_information_score 191.679906 kb_relative_information_score 218.028963 kb_relative_information_score 209.921561 kb_relative_information_score 199.787308 kb_relative_information_score 218.028963 mean_absolute_error 0.190202 mean_absolute_error 0.21902 mean_absolute_error 0.195966 mean_absolute_error 0.195966 mean_absolute_error 0.178674 mean_absolute_error 0.21902 mean_absolute_error 0.181556 mean_absolute_error 0.193084 mean_absolute_error 0.207493 mean_absolute_error 0.181556 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 0.813104 [0.828358,0.800948] precision 0.782064 [0.767123,0.79397] precision 0.8054 [0.794521,0.81407] precision 0.805475 [0.798611,0.810945] precision 0.824539 [0.7875,0.854054] precision 0.785974 [0.736527,0.825843] precision 0.820001 [0.810811,0.827411] precision 0.809973 [0.823529,0.799043] precision 0.79468 [0.764331,0.819149] precision 0.821298 [0.833333,0.811594] predictive_accuracy 0.811594 predictive_accuracy 0.782609 predictive_accuracy 0.805797 predictive_accuracy 0.805797 predictive_accuracy 0.823188 predictive_accuracy 0.782609 predictive_accuracy 0.82029 predictive_accuracy 0.808696 predictive_accuracy 0.794203 predictive_accuracy 0.82029 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 0.811594 [0.72549,0.880208] recall 0.782609 [0.732026,0.822917] recall 0.805797 [0.75817,0.84375] recall 0.805797 [0.751634,0.848958] recall 0.823188 [0.823529,0.822917] recall 0.782609 [0.798701,0.769634] recall 0.82029 [0.779221,0.853403] recall 0.808696 [0.727273,0.874346] recall 0.794203 [0.779221,0.806283] recall 0.82029 [0.746753,0.879581] relative_absolute_error 0.385186 relative_absolute_error 0.443547 relative_absolute_error 0.396858 relative_absolute_error 0.396858 relative_absolute_error 0.361841 relative_absolute_error 0.443261 relative_absolute_error 0.36744 relative_absolute_error 0.39077 relative_absolute_error 0.419932 relative_absolute_error 0.36744 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 0.432814 root_mean_squared_error 0.464916 root_mean_squared_error 0.439422 root_mean_squared_error 0.439422 root_mean_squared_error 0.419286 root_mean_squared_error 0.464916 root_mean_squared_error 0.422709 root_mean_squared_error 0.436131 root_mean_squared_error 0.452349 root_mean_squared_error 0.422709 root_relative_squared_error 0.871208 root_relative_squared_error 0.935825 root_relative_squared_error 0.884509 root_relative_squared_error 0.884509 root_relative_squared_error 0.843977 root_relative_squared_error 0.935222 root_relative_squared_error 0.850319 root_relative_squared_error 0.877318 root_relative_squared_error 0.909942 root_relative_squared_error 0.850319 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