11188 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 77 weka.LogitBoost_DecisionStump(1) 115 weka.classifiers.meta.LogitBoost -- -P 100 -F 0 -R 1 -L -1.7976931348623157E308 -H 1.0 -S 1 -I 40 -W weka.classifiers.trees.DecisionStump F 0 77 H 1.0 77 I 40 77 L -1.7976931348623157E308 77 P 100 77 R 1 77 S 1 77 W weka.classifiers.trees.DecisionStump 77 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 22721 description https://api.openml.org/data/download/22721/weka_generated_run7141809222165144572.xml -1 22722 predictions https://api.openml.org/data/download/22722/weka_generated_predictions1917972746225043026.arff area_under_roc_curve 0.36059 [0.346154,0.232955,0.409722] average_cost 0 f_measure 0.585358 [0.797297,0,0.068966] kappa -0.037663 kb_relative_information_score -8.924083 mean_absolute_error 0.304584 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 0.552804 [0.702381,0,0.2] predictive_accuracy 0.666667 prior_entropy 1.030501 recall 0.666667 [0.921875,0,0.041667] relative_absolute_error 1.061058 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.436279 root_relative_squared_error 1.161903 scimark_benchmark 948.726809 [561.93322246417441015.7907504114269483.88543266528814914.03067367712611767.9939646936223] total_cost 0 area_under_roc_curve 0.428571 [0.428571,0.0,0.428571] area_under_roc_curve 0.301587 [0.285714,0.0,0.357143] area_under_roc_curve 0.071429 [0.071429,0.0,0.071429] area_under_roc_curve 0.142857 [0.142857,0.0,0.142857] area_under_roc_curve 0.388889 [0.388889,0.0,0.388889] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.333333 [0.333333,0.0,0.333333] area_under_roc_curve 0.666667 [0.611111,0.0,0.777778] area_under_roc_curve 0.055556 [0,0.5,0] area_under_roc_curve 0.165344 [0.111111,0.25,0.285714] 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 0.01 build_cpu_time 0.01 build_cpu_time 0.01 build_cpu_time 0.01 build_cpu_time 0.01 build_cpu_time 0.01 build_cpu_time 0.01 build_cpu_time 0.01 build_cpu_time 0.01 build_memory 846557576 build_memory 846557576 build_memory 881715752 build_memory 881715752 build_memory 881715752 build_memory 881715752 build_memory 881715752 build_memory 881715752 build_memory 881715752 build_memory 916873872 f_measure 0.622222 [0.8,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.555556 [0.714286,0,0] f_measure 0.680556 [0.875,0,0] 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 0.679487 [0.769231,0,0.5] f_measure 0.533333 [0.8,0,0] f_measure 0.533333 [0.8,0,0] kappa -0.173913 kappa 0 kappa -0.285714 kappa 0 kappa -0.2 kappa 0 kappa 0 kappa 0.25 kappa 0 kappa 0 kb_relative_information_score -1.567115 kb_relative_information_score -0.014509 kb_relative_information_score -2.508132 kb_relative_information_score -1.667833 kb_relative_information_score -0.959735 kb_relative_information_score -0.101331 kb_relative_information_score -0.408225 kb_relative_information_score 0.237858 kb_relative_information_score -0.985761 kb_relative_information_score -0.949301 mean_absolute_error 0.304113 mean_absolute_error 0.256549 mean_absolute_error 0.319682 mean_absolute_error 0.296845 mean_absolute_error 0.323024 mean_absolute_error 0.289298 mean_absolute_error 0.295881 mean_absolute_error 0.294296 mean_absolute_error 0.338891 mean_absolute_error 0.32726 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 0.583333 [0.75,0,0] precision 0.604938 [0.777778,0,0] precision 0.555556 [0.714286,0,0] precision 0.604938 [0.777778,0,0] precision 0.416667 [0.625,0,0] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] precision 0.809524 [0.714286,0,1] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] predictive_accuracy 0.666667 predictive_accuracy 0.777778 predictive_accuracy 0.555556 predictive_accuracy 0.777778 predictive_accuracy 0.555556 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 0.666667 [0.857143,0,0] recall 0.777778 [1,0,0] recall 0.555556 [0.714286,0,0] recall 0.777778 [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 [0.833333,0,0.333333] recall 0.666667 [1,0,0] recall 0.666667 [1,0,0] relative_absolute_error 1.15004 relative_absolute_error 0.970172 relative_absolute_error 1.208918 relative_absolute_error 1.122558 relative_absolute_error 1.090207 relative_absolute_error 0.976381 relative_absolute_error 0.9986 relative_absolute_error 0.99325 relative_absolute_error 1.079892 relative_absolute_error 1.042829 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 0.405431 root_mean_squared_error 0.365399 root_mean_squared_error 0.461812 root_mean_squared_error 0.417053 root_mean_squared_error 0.509224 root_mean_squared_error 0.385158 root_mean_squared_error 0.411587 root_mean_squared_error 0.445323 root_mean_squared_error 0.481826 root_mean_squared_error 0.459094 root_relative_squared_error 1.178412 root_relative_squared_error 1.062057 root_relative_squared_error 1.342287 root_relative_squared_error 1.212192 root_relative_squared_error 1.313806 root_relative_squared_error 0.993715 root_relative_squared_error 1.061902 root_relative_squared_error 1.14894 root_relative_squared_error 1.176403 root_relative_squared_error 1.120901 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