11010 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 65 weka.RandomForest(1) 83 weka.classifiers.trees.RandomForest -- -I 101 -K 0 -S 1 -num-slots 1 I 101 65 K 0 65 S 1 65 num-slots 1 65 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 22365 description https://api.openml.org/data/download/22365/weka_generated_run8700730206927757284.xml -1 22366 predictions https://api.openml.org/data/download/22366/weka_generated_predictions3282666370433916910.arff area_under_roc_curve 0.447099 [0.472957,0.181818,0.400253] average_cost 0 f_measure 0.539464 [0.758621,0,0] kappa -0.166667 kb_relative_information_score -6.24572 mean_absolute_error 0.289615 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 0.482853 [0.679012,0,0] predictive_accuracy 0.611111 prior_entropy 1.030501 recall 0.611111 [0.859375,0,0] relative_absolute_error 1.008911 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.425749 root_relative_squared_error 1.133859 scimark_benchmark 948.167171 [561.93317930202351016.3264661877167483.0148066605872909.27509318503251770.2863098224536] total_cost 0 area_under_roc_curve 0.595238 [0.642857,0.0,0.428571] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.698413 [0.714286,0.0,0.642857] area_under_roc_curve 0.642857 [0.642857,0.0,0.642857] area_under_roc_curve 0.62963 [0.666667,0.0,0.555556] area_under_roc_curve 0.388889 [0.333333,0.0,0.5] area_under_roc_curve 0.166667 [0.166667,0.0,0.166667] area_under_roc_curve 0.37037 [0.388889,0.0,0.333333] area_under_roc_curve 0.311508 [0.333333,0.375,0.214286] area_under_roc_curve 0.468585 [0.555556,0.3125,0.285714] 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 0.031 build_cpu_time 0.031 build_cpu_time 0.032 build_cpu_time 0.032 build_cpu_time 0.032 build_cpu_time 0.031 build_cpu_time 0.03 build_cpu_time 0.031 build_cpu_time 0.03 build_cpu_time 0.03 build_memory 587206336 build_memory 600409208 build_memory 612776624 build_memory 625152176 build_memory 637519512 build_memory 649886936 build_memory 662254208 build_memory 674875424 build_memory 687332784 build_memory 694352016 f_measure 0.622222 [0.8,0,0] 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 0.47619 [0.714286,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.333333 [0.5,0,0] f_measure 0.410256 [0.615385,0,0] f_measure 0.410256 [0.615385,0,0] f_measure 0.533333 [0.8,0,0] kappa -0.173913 kappa 0 kappa 0 kappa 0 kappa -0.2 kappa 0 kappa -0.5 kappa -0.363636 kappa -0.285714 kappa 0 kb_relative_information_score -1.418923 kb_relative_information_score 1.704883 kb_relative_information_score 0.64479 kb_relative_information_score 0.69142 kb_relative_information_score -0.818873 kb_relative_information_score -0.737897 kb_relative_information_score -3.068089 kb_relative_information_score -1.686704 kb_relative_information_score -1.978093 kb_relative_information_score 0.421766 mean_absolute_error 0.287436 mean_absolute_error 0.192722 mean_absolute_error 0.223099 mean_absolute_error 0.234228 mean_absolute_error 0.309261 mean_absolute_error 0.298082 mean_absolute_error 0.370784 mean_absolute_error 0.330475 mean_absolute_error 0.35869 mean_absolute_error 0.291372 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 0.604938 [0.777778,0,0] precision 0.604938 [0.777778,0,0] precision 0.416667 [0.625,0,0] precision 0.444444 [0.666667,0,0] precision 0.333333 [0.5,0,0] precision 0.380952 [0.571429,0,0] precision 0.380952 [0.571429,0,0] precision 0.444444 [0.666667,0,0] predictive_accuracy 0.666667 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.777778 predictive_accuracy 0.555556 predictive_accuracy 0.666667 predictive_accuracy 0.333333 predictive_accuracy 0.444444 predictive_accuracy 0.444444 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 0.777778 [1,0,0] recall 0.777778 [1,0,0] recall 0.555556 [0.833333,0,0] recall 0.666667 [1,0,0] recall 0.333333 [0.5,0,0] recall 0.444444 [0.666667,0,0] recall 0.444444 [0.666667,0,0] recall 0.666667 [1,0,0] relative_absolute_error 1.086976 relative_absolute_error 0.728801 relative_absolute_error 0.843676 relative_absolute_error 0.885764 relative_absolute_error 1.043757 relative_absolute_error 1.006027 relative_absolute_error 1.251394 relative_absolute_error 1.115352 relative_absolute_error 1.142983 relative_absolute_error 0.92847 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 0.407156 root_mean_squared_error 0.357937 root_mean_squared_error 0.340521 root_mean_squared_error 0.340843 root_mean_squared_error 0.444381 root_mean_squared_error 0.419206 root_mean_squared_error 0.518053 root_mean_squared_error 0.445497 root_mean_squared_error 0.49553 root_mean_squared_error 0.44832 root_relative_squared_error 1.183426 root_relative_squared_error 1.040368 root_relative_squared_error 0.989746 root_relative_squared_error 0.990682 root_relative_squared_error 1.146512 root_relative_squared_error 1.081559 root_relative_squared_error 1.336586 root_relative_squared_error 1.149391 root_relative_squared_error 1.209861 root_relative_squared_error 1.094596 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