123915 2 Joaquin Vanschoren 271 Supervised Classification predictive_accuracy 413 weka.AdaBoostM1_LWL_DecisionStump(2) 649 weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 20 -W weka.classifiers.lazy.LWL -- -U 0 -K -1 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\"" -W weka.classifiers.trees.DecisionStump I 20 413 P 100 413 S 1 413 W weka.classifiers.lazy.LWL 413 A true 414 K -1 414 U 0 414 W weka.classifiers.trees.DecisionStump 414 42 soybean https://www.openml.org/data/download/42/dataset_42_soybean.arff -1 386924 description https://api.openml.org/data/download/386924/weka_generated_run7817856701566956160.xml -1 386927 model_readable https://api.openml.org/data/download/386927/WekaModel_weka.classifiers.meta.AdaBoostM11472892736060789132.model -1 386926 model_serialized https://api.openml.org/data/download/386926/WekaSerialized_weka.classifiers.meta.AdaBoostM13735031654942758787.model -1 386925 predictions https://api.openml.org/data/download/386925/weka_generated_predictions1029854038899597240.arff area_under_roc_curve 0.983138 [1,1,1,1,0.989667,1,1,0.982317,1,1,1,0.996953,0.985814,0.935043,0.97265,1,1,1,1] average_cost 0 build_cpu_time 18.511 build_memory 911251592 f_measure 0.861076 [0.923077,0.888889,1,1,0.882353,1,1,0.84058,0.933333,1,0.888889,0.962963,0.153846,0.740741,0.851852,1,1,1,1] kappa 0.852065 kb_relative_information_score 170.530156 mean_absolute_error 0.035637 mean_prior_absolute_error 0.095831 number_of_instances 225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.881798 [0.857143,1,1,1,0.9375,1,1,0.90625,0.875,1,1,1,0.333333,0.588235,0.958333,1,1,1,1] predictive_accuracy 0.866667 prior_entropy 3.857248 recall 0.866667 [1,0.8,1,1,0.833333,1,1,0.783784,1,1,0.8,0.928571,0.1,1,0.766667,1,1,1,1] relative_absolute_error 0.371872 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.111596 root_relative_squared_error 0.510833 scimark_benchmark 940.313245 [554.6075200566928, 1011.5249537742577, 472.80575397915436, 907.7008274280431, 1754.9271701211055] total_cost 0 area_under_roc_curve 0.983138 [1,1,1,1,0.989667,1,1,0.982317,1,1,1,0.996953,0.985814,0.935043,0.97265,1,1,1,1] average_cost 0 build_cpu_time 18.511 build_memory 911251592 f_measure 0.861076 [0.923077,0.888889,1,1,0.882353,1,1,0.84058,0.933333,1,0.888889,0.962963,0.153846,0.740741,0.851852,1,1,1,1] kappa 0.852065 kb_relative_information_score 170.530156 mean_absolute_error 0.035637 mean_prior_absolute_error 0.095831 number_of_instances 225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3] precision 0.881798 [0.857143,1,1,1,0.9375,1,1,0.90625,0.875,1,1,1,0.333333,0.588235,0.958333,1,1,1,1] predictive_accuracy 0.866667 prior_entropy 3.857248 recall 0.866667 [1,0.8,1,1,0.833333,1,1,0.783784,1,1,0.8,0.928571,0.1,1,0.766667,1,1,1,1] relative_absolute_error 0.371872 root_mean_prior_squared_error 0.218459 root_mean_squared_error 0.111596 root_relative_squared_error 0.510833 total_cost 0