15428 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 185 weka.MultiBoostAB_REPTree(1) 273 weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 1 -I 40 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 C 3 185 I 40 185 P 100 185 S 1 185 W weka.classifiers.trees.REPTree 185 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 31315 description https://api.openml.org/data/download/31315/weka_generated_run5077565844712654340.xml -1 31316 predictions https://api.openml.org/data/download/31316/weka_generated_predictions4206676601585247432.arff area_under_roc_curve 0.370769 [0.36899,0.732955,0.345328] average_cost 0 f_measure 0.580117 [0.815789,0,0] kappa -0.041322 kb_relative_information_score -9.580619 mean_absolute_error 0.314679 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 0.50101 [0.704545,0,0] predictive_accuracy 0.688889 prior_entropy 1.030501 recall 0.688889 [0.96875,0,0] relative_absolute_error 1.096226 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.399198 root_relative_squared_error 1.063149 scimark_benchmark 934.291899 [550.40728600235831006.5056202244749470.52664044102374903.63329705633991740.3866518216023] total_cost 0 area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.464286 [0.464286,0.0,0.464286] area_under_roc_curve 0.416667 [0.416667,0.0,0.416667] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.111111 [0.111111,0.0,0.111111] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.343254 [0.333333,0.375,0.357143] area_under_roc_curve 0.494048 [0.5,0.875,0.285714] 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 0.01 build_cpu_time 0.007 build_cpu_time 0.008 build_cpu_time 0.024 build_cpu_time 0.01 build_cpu_time 0.007 build_cpu_time 0.016 build_cpu_time 0.007 build_cpu_time 0.017 build_cpu_time 0.005 build_memory 529557560 build_memory 529557560 build_memory 529557560 build_memory 540032192 build_memory 540032192 build_memory 540032192 build_memory 550781520 build_memory 550781520 build_memory 550781520 build_memory 561256144 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 0.622222 [0.8,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.47619 [0.714286,0,0] 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 -0.173913 kappa 0 kappa 0 kappa -0.2 kappa 0 kappa 0 kappa 0 kb_relative_information_score 0.095672 kb_relative_information_score 0.095672 kb_relative_information_score 0.095672 kb_relative_information_score -1.398356 kb_relative_information_score -3.358472 kb_relative_information_score 0.148778 kb_relative_information_score -4.082783 kb_relative_information_score 0.148778 kb_relative_information_score -1.737994 kb_relative_information_score 0.412413 mean_absolute_error 0.261545 mean_absolute_error 0.261545 mean_absolute_error 0.261545 mean_absolute_error 0.291662 mean_absolute_error 0.367032 mean_absolute_error 0.290809 mean_absolute_error 0.393576 mean_absolute_error 0.290809 mean_absolute_error 0.378276 mean_absolute_error 0.349994 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 0.583333 [0.75,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] precision 0.416667 [0.625,0,0] 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 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.666667 predictive_accuracy 0.555556 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 0.666667 [0.857143,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] recall 0.555556 [0.833333,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] relative_absolute_error 0.989067 relative_absolute_error 0.989067 relative_absolute_error 0.989067 relative_absolute_error 1.102956 relative_absolute_error 1.238732 relative_absolute_error 0.981481 relative_absolute_error 1.328318 relative_absolute_error 0.981481 relative_absolute_error 1.205394 relative_absolute_error 1.115274 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 0.343615 root_mean_squared_error 0.343615 root_mean_squared_error 0.343615 root_mean_squared_error 0.375371 root_mean_squared_error 0.41541 root_mean_squared_error 0.388578 root_mean_squared_error 0.468508 root_mean_squared_error 0.388578 root_mean_squared_error 0.462519 root_mean_squared_error 0.43646 root_relative_squared_error 0.99874 root_relative_squared_error 0.99874 root_relative_squared_error 0.99874 root_relative_squared_error 1.091042 root_relative_squared_error 1.071765 root_relative_squared_error 1.002539 root_relative_squared_error 1.208759 root_relative_squared_error 1.002539 root_relative_squared_error 1.129265 root_relative_squared_error 1.065639 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