14435 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 76 weka.Bagging_REPTree(1) 109 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 60 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 I 60 76 P 100 76 S 1 76 W weka.classifiers.trees.REPTree 76 num-slots 1 76 I 0.0 61 L -1 61 M 2 61 N 3 61 S 1 61 V 0.001 61 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 29215 description https://api.openml.org/data/download/29215/weka_generated_run8243089147692394139.xml -1 29216 predictions https://api.openml.org/data/download/29216/weka_generated_predictions4846180910243986889.arff area_under_roc_curve 0.380413 [0.400841,0.034091,0.354798] average_cost 0 f_measure 0.591053 [0.831169,0,0] kappa 0 kb_relative_information_score -2.68392 mean_absolute_error 0.288085 mean_prior_absolute_error 0.287057 number_of_instances 90 [64,2,24] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.505679 [0.711111,0,0] predictive_accuracy 0.711111 prior_entropy 1.030501 recall 0.711111 [1,0,0] relative_absolute_error 1.003583 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.387966 root_relative_squared_error 1.033236 scimark_benchmark 923.314799 [561.5713252099507891.6959722788405483.8854846559526910.85475360997441768.5664600912808] total_cost 0 area_under_roc_curve 0.468254 [0.5,0.0,0.357143] area_under_roc_curve 0.428571 [0.428571,0.0,0.428571] area_under_roc_curve 0.325397 [0.357143,0.0,0.214286] area_under_roc_curve 0.507937 [0.571429,0.0,0.285714] area_under_roc_curve 0.518519 [0.555556,0.0,0.444444] area_under_roc_curve 0.5 [0.444444,0.0,0.611111] area_under_roc_curve 0.185185 [0.166667,0.0,0.222222] area_under_roc_curve 0.37037 [0.388889,0.0,0.333333] area_under_roc_curve 0.111111 [0.166667,0,0] area_under_roc_curve 0.33664 [0.388889,0.125,0.285714] 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 0.022 build_cpu_time 0.023 build_cpu_time 0.023 build_cpu_time 0.022 build_cpu_time 0.022 build_cpu_time 0.022 build_cpu_time 0.021 build_cpu_time 0.022 build_cpu_time 0.026 build_cpu_time 0.02 build_memory 171799920 build_memory 184578808 build_memory 195494912 build_memory 205785760 build_memory 216792408 build_memory 227022216 build_memory 237308832 build_memory 248178592 build_memory 154154208 build_memory 164190040 f_measure 0.680556 [0.875,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kappa 0 kb_relative_information_score -1.155076 kb_relative_information_score 0.552432 kb_relative_information_score -0.084282 kb_relative_information_score 0.168108 kb_relative_information_score -0.461894 kb_relative_information_score 0.187539 kb_relative_information_score -0.533755 kb_relative_information_score -0.440239 kb_relative_information_score -0.843179 kb_relative_information_score -0.073574 mean_absolute_error 0.287523 mean_absolute_error 0.243391 mean_absolute_error 0.258511 mean_absolute_error 0.255309 mean_absolute_error 0.299069 mean_absolute_error 0.289638 mean_absolute_error 0.305975 mean_absolute_error 0.301658 mean_absolute_error 0.329063 mean_absolute_error 0.310717 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.264436 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.296296 mean_prior_absolute_error 0.313819 mean_prior_absolute_error 0.313819 number_of_instances 9 [7,0,2] number_of_instances 9 [7,0,2] number_of_instances 9 [7,0,2] number_of_instances 9 [7,0,2] number_of_instances 9 [6,0,3] number_of_instances 9 [6,0,3] number_of_instances 9 [6,0,3] number_of_instances 9 [6,0,3] number_of_instances 9 [6,1,2] number_of_instances 9 [6,1,2] precision 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 prior_entropy 1.030501 recall 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] relative_absolute_error 1.087306 relative_absolute_error 0.920412 relative_absolute_error 0.977593 relative_absolute_error 0.965484 relative_absolute_error 1.009359 relative_absolute_error 0.977528 relative_absolute_error 1.032666 relative_absolute_error 1.018097 relative_absolute_error 1.048575 relative_absolute_error 0.990114 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.344049 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.387594 root_mean_prior_squared_error 0.409576 root_mean_prior_squared_error 0.409576 root_mean_squared_error 0.362475 root_mean_squared_error 0.342021 root_mean_squared_error 0.35638 root_mean_squared_error 0.346902 root_mean_squared_error 0.40159 root_mean_squared_error 0.38648 root_mean_squared_error 0.410557 root_mean_squared_error 0.402881 root_mean_squared_error 0.436034 root_mean_squared_error 0.421694 root_relative_squared_error 1.053558 root_relative_squared_error 0.994106 root_relative_squared_error 1.035841 root_relative_squared_error 1.008294 root_relative_squared_error 1.036109 root_relative_squared_error 0.997124 root_relative_squared_error 1.059243 root_relative_squared_error 1.03944 root_relative_squared_error 1.0646 root_relative_squared_error 1.029587 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