67466 2 Joaquin Vanschoren 3615 Supervised Classification predictive_accuracy 622 weka.RealAdaBoost_RandomTree(1) 1057 weka.classifiers.meta.RealAdaBoost -- -P 100 -H 1.0 -S 1 -I 10 -W weka.classifiers.trees.RandomTree -- -K 0 -M 1.0 -V 0.001 -S 1 K 0 421 M 1.0 421 S 1 421 V 0.001 421 P 100 622 H 1.0 622 S 1 622 I 10 622 W weka.classifiers.trees.RandomTree 622 749 fri_c3_500_5 https://www.openml.org/data/download/53283/fri_c3_500_5.arff -1 188836 description https://api.openml.org/data/download/188836/weka_generated_run3455507277431480190.xml -1 188839 model_readable https://api.openml.org/data/download/188839/WekaModel_weka.classifiers.meta.RealAdaBoost7600511062682469987.model -1 188838 model_serialized https://api.openml.org/data/download/188838/WekaSerialized_weka.classifiers.meta.RealAdaBoost3658928544689449940.model -1 188837 predictions https://api.openml.org/data/download/188837/weka_generated_predictions6195240051192279867.arff area_under_roc_curve 0.888426 [0.888426,0.888426] average_cost 0 build_cpu_time 0.0456 build_memory 1065672056.8 f_measure 0.867758 [0.857143,0.877323] kappa 0.73462 kb_relative_information_score 365.625619 mean_absolute_error 0.133894 mean_prior_absolute_error 0.498653 number_of_instances 500 [237,263] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.868524 [0.88,0.858182] predictive_accuracy 0.868 prior_entropy 0.998064 recall 0.868 [0.835443,0.897338] relative_absolute_error 0.268511 root_mean_prior_squared_error 0.499324 root_mean_squared_error 0.356247 root_relative_squared_error 0.713458 scimark_benchmark 905.086635 [542.5320953548687, 1016.0585376856843, 475.52784454289576, 915.6269915621638, 1575.6877042066799] total_cost 0 area_under_roc_curve 0.921095 [0.921095,0.921095] area_under_roc_curve 0.916264 [0.916264,0.916264] area_under_roc_curve 0.869565 [0.869565,0.869565] area_under_roc_curve 0.916667 [0.916667,0.916667] area_under_roc_curve 0.976763 [0.976763,0.976763] area_under_roc_curve 0.8125 [0.8125,0.8125] area_under_roc_curve 0.9375 [0.9375,0.9375] area_under_roc_curve 0.829327 [0.829327,0.829327] area_under_roc_curve 0.822115 [0.822115,0.822115] area_under_roc_curve 0.897436 [0.897436,0.897436] 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 0.045 build_cpu_time 0.045 build_cpu_time 0.045 build_cpu_time 0.046 build_cpu_time 0.048 build_cpu_time 0.046 build_cpu_time 0.046 build_cpu_time 0.044 build_cpu_time 0.045 build_cpu_time 0.046 build_memory 1036448704 build_memory 1058934904 build_memory 1058934904 build_memory 1058934904 build_memory 1058934904 build_memory 1058934904 build_memory 1081399336 build_memory 1081399336 build_memory 1081399336 build_memory 1081399336 f_measure 0.88 [0.869565,0.888889] f_measure 0.836 [0.8,0.866667] f_measure 0.8588 [0.837209,0.877193] f_measure 0.899394 [0.888889,0.909091] f_measure 0.979976 [0.978723,0.981132] f_measure 0.8 [0.791667,0.807692] f_measure 0.898572 [0.883721,0.912281] f_measure 0.820072 [0.816327,0.823529] f_measure 0.819784 [0.823529,0.816327] f_measure 0.88 [0.88,0.88] kappa 0.758454 kappa 0.671593 kappa 0.715447 kappa 0.798712 kappa 0.959872 kappa 0.599359 kappa 0.798061 kappa 0.64 kappa 0.641148 kappa 0.760383 kb_relative_information_score 35.980356 kb_relative_information_score 34.765924 kb_relative_information_score 36.773668 kb_relative_information_score 40.005372 kb_relative_information_score 46.182098 kb_relative_information_score 29.966564 kb_relative_information_score 40.932527 kb_relative_information_score 31.97432 kb_relative_information_score 31.974326 kb_relative_information_score 37.070464 mean_absolute_error 0.139026 mean_absolute_error 0.150487 mean_absolute_error 0.130487 mean_absolute_error 0.1 mean_absolute_error 0.038938 mean_absolute_error 0.2 mean_absolute_error 0.090531 mean_absolute_error 0.18 mean_absolute_error 0.18 mean_absolute_error 0.129469 mean_prior_absolute_error 0.497928 mean_prior_absolute_error 0.497928 mean_prior_absolute_error 0.497928 mean_prior_absolute_error 0.498964 mean_prior_absolute_error 0.498964 mean_prior_absolute_error 0.498964 mean_prior_absolute_error 0.498964 mean_prior_absolute_error 0.498964 mean_prior_absolute_error 0.498964 mean_prior_absolute_error 0.498964 number_of_instances 50 [23,27] number_of_instances 50 [23,27] number_of_instances 50 [23,27] number_of_instances 50 [24,26] number_of_instances 50 [24,26] number_of_instances 50 [24,26] number_of_instances 50 [24,26] number_of_instances 50 [24,26] number_of_instances 50 [24,26] number_of_instances 50 [24,26] precision 0.88 [0.869565,0.888889] precision 0.858396 [0.941176,0.787879] precision 0.864 [0.9,0.833333] precision 0.905419 [0.952381,0.862069] precision 0.980741 [1,0.962963] precision 0.8 [0.791667,0.807692] precision 0.916129 [1,0.83871] precision 0.8208 [0.8,0.84] precision 0.825507 [0.777778,0.869565] precision 0.882821 [0.846154,0.916667] predictive_accuracy 0.88 predictive_accuracy 0.84 predictive_accuracy 0.86 predictive_accuracy 0.9 predictive_accuracy 0.98 predictive_accuracy 0.8 predictive_accuracy 0.9 predictive_accuracy 0.82 predictive_accuracy 0.82 predictive_accuracy 0.88 prior_entropy 0.998064 prior_entropy 0.998064 prior_entropy 0.998064 prior_entropy 0.998064 prior_entropy 0.998064 prior_entropy 0.998064 prior_entropy 0.998064 prior_entropy 0.998064 prior_entropy 0.998064 prior_entropy 0.998064 recall 0.88 [0.869565,0.888889] recall 0.84 [0.695652,0.962963] recall 0.86 [0.782609,0.925926] recall 0.9 [0.833333,0.961538] recall 0.98 [0.958333,1] recall 0.8 [0.791667,0.807692] recall 0.9 [0.791667,1] recall 0.82 [0.833333,0.807692] recall 0.82 [0.875,0.769231] recall 0.88 [0.916667,0.846154] relative_absolute_error 0.27921 relative_absolute_error 0.302226 relative_absolute_error 0.26206 relative_absolute_error 0.200415 relative_absolute_error 0.078038 relative_absolute_error 0.40083 relative_absolute_error 0.181438 relative_absolute_error 0.360748 relative_absolute_error 0.360747 relative_absolute_error 0.259475 root_mean_prior_squared_error 0.498597 root_mean_prior_squared_error 0.498597 root_mean_prior_squared_error 0.498597 root_mean_prior_squared_error 0.499635 root_mean_prior_squared_error 0.499635 root_mean_prior_squared_error 0.499635 root_mean_prior_squared_error 0.499635 root_mean_prior_squared_error 0.499635 root_mean_prior_squared_error 0.499635 root_mean_prior_squared_error 0.499635 root_mean_squared_error 0.359235 root_mean_squared_error 0.354324 root_mean_squared_error 0.354258 root_mean_squared_error 0.316228 root_mean_squared_error 0.170195 root_mean_squared_error 0.435922 root_mean_squared_error 0.292481 root_mean_squared_error 0.424264 root_mean_squared_error 0.424264 root_mean_squared_error 0.352821 root_relative_squared_error 0.720492 root_relative_squared_error 0.710643 root_relative_squared_error 0.710509 root_relative_squared_error 0.632918 root_relative_squared_error 0.340638 root_relative_squared_error 0.872482 root_relative_squared_error 0.585389 root_relative_squared_error 0.849148 root_relative_squared_error 0.849149 root_relative_squared_error 0.706159 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