25860 2 Joaquin Vanschoren 59 Supervised Classification predictive_accuracy 461 weka.KStar(2) 931 weka.classifiers.lazy.KStar -- -B 50 -M a B 50 461 M a 461 61 iris https://www.openml.org/data/download/61/dataset_61_iris.arff -1 54320 description https://api.openml.org/data/download/54320/weka_generated_run6142324734947932590.xml -1 54323 model_readable https://api.openml.org/data/download/54323/WekaModel_weka.classifiers.lazy.KStar7084571859420058511.model -1 54322 model_serialized https://api.openml.org/data/download/54322/WekaSerialized_weka.classifiers.lazy.KStar4894448539440402050.model -1 54321 predictions https://api.openml.org/data/download/54321/weka_generated_predictions2116659433191847542.arff area_under_roc_curve 0.997333 [1,0.996,0.996] average_cost 0 build_cpu_time 0 build_memory 109976958.4 f_measure 0.946667 [1,0.92,0.92] kappa 0.92 kb_relative_information_score 128.243525 mean_absolute_error 0.086355 mean_prior_absolute_error 0.444444 number_of_instances 150 [50,50,50] os_information [Oracle Corporation, 1.7.0_67, x86_64, Mac OS X, 10.9.5] precision 0.946667 [1,0.92,0.92] predictive_accuracy 0.946667 prior_entropy 1.584963 recall 0.946667 [1,0.92,0.92] relative_absolute_error 0.194299 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.163858 root_relative_squared_error 0.347596 scimark_benchmark 1701.283119 [1016.45727257816841238.402965993701663.21300298302971359.66798455497814228.6743679339] total_cost 0 area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 0.986667 [1,0.98,0.98] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] area_under_roc_curve 1 [1,1,1] 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 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0 build_cpu_time 0 build_memory 101730440 build_memory 104579656 build_memory 107420768 build_memory 107420768 build_memory 110261880 build_memory 110261880 build_memory 113102992 build_memory 113102992 build_memory 115944104 build_memory 115944104 f_measure 0.93266 [1,0.909091,0.888889] f_measure 1 [1,1,1] f_measure 0.93266 [1,0.888889,0.909091] f_measure 0.93266 [1,0.888889,0.909091] f_measure 1 [1,1,1] f_measure 0.866667 [1,0.8,0.8] f_measure 1 [1,1,1] f_measure 0.861111 [1,0.833333,0.75] f_measure 0.93266 [1,0.888889,0.909091] f_measure 1 [1,1,1] kappa 0.9 kappa 1 kappa 0.9 kappa 0.9 kappa 1 kappa 0.8 kappa 1 kappa 0.8 kappa 0.9 kappa 1 kb_relative_information_score 12.891659 kb_relative_information_score 12.814041 kb_relative_information_score 13.318893 kb_relative_information_score 13.448968 kb_relative_information_score 13.102203 kb_relative_information_score 11.539917 kb_relative_information_score 13.466088 kb_relative_information_score 12.306687 kb_relative_information_score 12.456732 kb_relative_information_score 12.898338 mean_absolute_error 0.080875 mean_absolute_error 0.09128 mean_absolute_error 0.069582 mean_absolute_error 0.060599 mean_absolute_error 0.081271 mean_absolute_error 0.128388 mean_absolute_error 0.067171 mean_absolute_error 0.095868 mean_absolute_error 0.101026 mean_absolute_error 0.087489 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] precision 0.944444 [1,0.833333,1] precision 1 [1,1,1] precision 0.944444 [1,1,0.833333] precision 0.944444 [1,1,0.833333] precision 1 [1,1,1] precision 0.866667 [1,0.8,0.8] precision 1 [1,1,1] precision 0.904762 [1,0.714286,1] precision 0.944444 [1,1,0.833333] precision 1 [1,1,1] predictive_accuracy 0.933333 predictive_accuracy 1 predictive_accuracy 0.933333 predictive_accuracy 0.933333 predictive_accuracy 1 predictive_accuracy 0.866667 predictive_accuracy 1 predictive_accuracy 0.866667 predictive_accuracy 0.933333 predictive_accuracy 1 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 prior_entropy 1.584963 recall 0.933333 [1,1,0.8] recall 1 [1,1,1] recall 0.933333 [1,0.8,1] recall 0.933333 [1,0.8,1] recall 1 [1,1,1] recall 0.866667 [1,0.8,0.8] recall 1 [1,1,1] recall 0.866667 [1,1,0.6] recall 0.933333 [1,0.8,1] recall 1 [1,1,1] relative_absolute_error 0.18197 relative_absolute_error 0.20538 relative_absolute_error 0.15656 relative_absolute_error 0.136347 relative_absolute_error 0.18286 relative_absolute_error 0.288874 relative_absolute_error 0.151135 relative_absolute_error 0.215703 relative_absolute_error 0.227309 relative_absolute_error 0.196851 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_prior_squared_error 0.471405 root_mean_squared_error 0.162655 root_mean_squared_error 0.155296 root_mean_squared_error 0.132969 root_mean_squared_error 0.136877 root_mean_squared_error 0.135279 root_mean_squared_error 0.229299 root_mean_squared_error 0.114506 root_mean_squared_error 0.20347 root_mean_squared_error 0.179745 root_mean_squared_error 0.154297 root_relative_squared_error 0.345043 root_relative_squared_error 0.329433 root_relative_squared_error 0.282069 root_relative_squared_error 0.29036 root_relative_squared_error 0.28697 root_relative_squared_error 0.486416 root_relative_squared_error 0.242904 root_relative_squared_error 0.431625 root_relative_squared_error 0.381296 root_relative_squared_error 0.327314 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