67766 2 Joaquin Vanschoren 3808 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 622 945 kidney https://www.openml.org/data/download/53479/kidney.arff -1 189806 description https://api.openml.org/data/download/189806/weka_generated_run2039374786341719289.xml -1 189809 model_readable https://api.openml.org/data/download/189809/WekaModel_weka.classifiers.meta.RealAdaBoost7864090032066043424.model -1 189808 model_serialized https://api.openml.org/data/download/189808/WekaSerialized_weka.classifiers.meta.RealAdaBoost5616876408673427394.model -1 189807 predictions https://api.openml.org/data/download/189807/weka_generated_predictions8767050642623503391.arff area_under_roc_curve 0.829861 [0.829861,0.829861] average_cost 0 build_cpu_time 0.003895 build_memory 698385909.473684 f_measure 0.80246 [0.814815,0.788732] kappa 0.603616 kb_relative_information_score 45.844864 mean_absolute_error 0.197669 mean_prior_absolute_error 0.49865 number_of_instances 76 [40,36] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.802567 [0.804878,0.8] predictive_accuracy 0.802632 prior_entropy 0.998102 recall 0.802632 [0.825,0.777778] relative_absolute_error 0.396408 root_mean_prior_squared_error 0.499307 root_mean_squared_error 0.436808 root_relative_squared_error 0.874828 scimark_benchmark 937.636906 [508.5249580327395, 1015.5230404536866, 483.88543266528814, 910.5383976697751, 1769.7127006129608] total_cost 0 area_under_roc_curve 0.875 [0.875,0.875] area_under_roc_curve 0.875 [0.875,0.875] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.84375 [0.84375,0.84375] area_under_roc_curve 0.75 [0.75,0.75] area_under_roc_curve 0.875 [0.875,0.875] area_under_roc_curve 0.791667 [0.791667,0.791667] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.666667 [0.666667,0.666667] area_under_roc_curve 0.583333 [0.583333,0.583333] 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 0.004 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.003 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.004 build_cpu_time 0.004 build_memory 692331816 build_memory 692331816 build_memory 692331816 build_memory 692331816 build_memory 692331816 build_memory 705112680 build_memory 705112680 build_memory 705112680 build_memory 705112680 build_memory 705112680 f_measure 0.873016 [0.857143,0.888889] f_measure 0.873016 [0.857143,0.888889] f_measure 1 [1,1] f_measure 0.75 [0.75,0.75] f_measure 0.733333 [0.666667,0.8] f_measure 0.733333 [0.8,0.666667] f_measure 0.850794 [0.888889,0.8] f_measure 0.702381 [0.666667,0.75] f_measure 0.671429 [0.8,0.5] f_measure 0.671429 [0.8,0.5] kappa 0.75 kappa 0.75 kappa 1 kappa 0.5 kappa 0.5 kappa 0.5 kappa 0.695652 kappa 0.461538 kappa 0.363636 kappa 0.363636 kb_relative_information_score 6.022828 kb_relative_information_score 6.022828 kb_relative_information_score 7.108247 kb_relative_information_score 4.936798 kb_relative_information_score 4.015218 kb_relative_information_score 4.015489 kb_relative_information_score 4.944563 kb_relative_information_score 2.937866 kb_relative_information_score 2.937224 kb_relative_information_score 2.903803 mean_absolute_error 0.125 mean_absolute_error 0.125 mean_absolute_error 0.058981 mean_absolute_error 0.191071 mean_absolute_error 0.25 mean_absolute_error 0.249977 mean_absolute_error 0.142884 mean_absolute_error 0.285651 mean_absolute_error 0.285714 mean_absolute_error 0.288979 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.496337 mean_prior_absolute_error 0.496337 mean_prior_absolute_error 0.496337 mean_prior_absolute_error 0.496337 number_of_instances 8 [4,4] number_of_instances 8 [4,4] number_of_instances 8 [4,4] number_of_instances 8 [4,4] number_of_instances 8 [4,4] number_of_instances 8 [4,4] number_of_instances 7 [4,3] number_of_instances 7 [4,3] number_of_instances 7 [4,3] number_of_instances 7 [4,3] precision 0.9 [1,0.8] precision 0.9 [1,0.8] precision 1 [1,1] precision 0.75 [0.75,0.75] precision 0.833333 [1,0.666667] precision 0.833333 [0.666667,1] precision 0.885714 [0.8,1] precision 0.828571 [1,0.6] precision 0.809524 [0.666667,1] precision 0.809524 [0.666667,1] predictive_accuracy 0.875 predictive_accuracy 0.875 predictive_accuracy 1 predictive_accuracy 0.75 predictive_accuracy 0.75 predictive_accuracy 0.75 predictive_accuracy 0.857143 predictive_accuracy 0.714286 predictive_accuracy 0.714286 predictive_accuracy 0.714286 prior_entropy 0.998102 prior_entropy 0.998102 prior_entropy 0.998102 prior_entropy 0.998102 prior_entropy 0.998102 prior_entropy 0.998102 prior_entropy 0.998102 prior_entropy 0.998102 prior_entropy 0.998102 prior_entropy 0.998102 recall 0.875 [0.75,1] recall 0.875 [0.75,1] recall 1 [1,1] recall 0.75 [0.75,0.75] recall 0.75 [0.5,1] recall 0.75 [1,0.5] recall 0.857143 [1,0.666667] recall 0.714286 [0.5,1] recall 0.714286 [1,0.333333] recall 0.714286 [1,0.333333] relative_absolute_error 0.25 relative_absolute_error 0.25 relative_absolute_error 0.117963 relative_absolute_error 0.382143 relative_absolute_error 0.5 relative_absolute_error 0.499953 relative_absolute_error 0.287877 relative_absolute_error 0.575518 relative_absolute_error 0.575646 relative_absolute_error 0.582224 root_mean_prior_squared_error 0.500657 root_mean_prior_squared_error 0.500657 root_mean_prior_squared_error 0.500657 root_mean_prior_squared_error 0.500657 root_mean_prior_squared_error 0.500657 root_mean_prior_squared_error 0.500657 root_mean_prior_squared_error 0.496985 root_mean_prior_squared_error 0.496985 root_mean_prior_squared_error 0.496985 root_mean_prior_squared_error 0.496985 root_mean_squared_error 0.353553 root_mean_squared_error 0.353553 root_mean_squared_error 0.166675 root_mean_squared_error 0.399904 root_mean_squared_error 0.5 root_mean_squared_error 0.499953 root_mean_squared_error 0.377964 root_mean_squared_error 0.534404 root_mean_squared_error 0.534522 root_mean_squared_error 0.534592 root_relative_squared_error 0.706179 root_relative_squared_error 0.706179 root_relative_squared_error 0.332913 root_relative_squared_error 0.798759 root_relative_squared_error 0.998688 root_relative_squared_error 0.998594 root_relative_squared_error 0.760514 root_relative_squared_error 1.075291 root_relative_squared_error 1.07553 root_relative_squared_error 1.07567 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