10109 2 Joaquin Vanschoren 34 Supervised Classification predictive_accuracy 70 weka.SMO_PolyKernel(1) 151 weka.classifiers.functions.SMO -- -C 10.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -C 250007 -E 3.0" C 250007 71 E 3.0 71 C 10.0 70 K weka.classifiers.functions.supportVector.PolyKernel 70 L 0.001 70 N 0 70 P 1.0E-12 70 V -1 70 W 1 70 34 postoperative-patient-data https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff -1 20563 description https://api.openml.org/data/download/20563/weka_generated_run2435827603025499312.xml -1 20564 predictions https://api.openml.org/data/download/20564/weka_generated_predictions9137291081313227904.arff area_under_roc_curve 0.445574 [0.460337,0.471591,0.40404] average_cost 0 f_measure 0.53064 [0.712121,0,0.090909] kappa -0.130515 kb_relative_information_score -18.414572 mean_absolute_error 0.335802 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 0.51817 [0.691176,0,0.1] predictive_accuracy 0.544444 prior_entropy 1.030501 recall 0.544444 [0.734375,0,0.083333] relative_absolute_error 1.169811 root_mean_prior_squared_error 0.375486 root_mean_squared_error 0.433191 root_relative_squared_error 1.15368 scimark_benchmark 930.100751 [562.1142596826567924.6424691508148484.7593072718849909.2750179897271769.7127006129608] total_cost 0 area_under_roc_curve 0.511905 [0.607143,0.0,0.178571] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.444444 [0.428571,0.0,0.5] area_under_roc_curve 0.535714 [0.535714,0.0,0.535714] area_under_roc_curve 0.333333 [0.333333,0.0,0.333333] area_under_roc_curve 0.527778 [0.5,0.0,0.583333] area_under_roc_curve 0.25 [0.25,0.0,0.25] area_under_roc_curve 0.5 [0.5,0.0,0.5] area_under_roc_curve 0.452381 [0.5,0.5,0.285714] area_under_roc_curve 0.442791 [0.472222,0.4375,0.357143] 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 0.03 build_cpu_time 0.03 build_cpu_time 0.025 build_cpu_time 0.029 build_cpu_time 0.032 build_cpu_time 0.029 build_cpu_time 0.033 build_cpu_time 0.03 build_cpu_time 0.027 build_cpu_time 0.037 build_memory 1155303192 build_memory 1203304632 build_memory 1251306072 build_memory 1304178504 build_memory 1352179944 build_memory 1400181384 build_memory 1448182824 build_memory 1496184264 build_memory 1544185704 build_memory 57678808 f_measure 0.598291 [0.769231,0,0] f_measure 0.680556 [0.875,0,0] f_measure 0.622222 [0.8,0,0] f_measure 0.592593 [0.666667,0,0.333333] f_measure 0.410256 [0.615385,0,0] f_measure 0.533333 [0.8,0,0] f_measure 0.333333 [0.5,0,0] f_measure 0.555556 [0.666667,0,0.333333] f_measure 0.444444 [0.666667,0,0] f_measure 0.444444 [0.666667,0,0] kappa -0.028571 kappa 0 kappa -0.173913 kappa 0.052632 kappa -0.363636 kappa 0 kappa -0.5 kappa 0 kappa -0.153846 kappa -0.125 kb_relative_information_score -3.075438 kb_relative_information_score -0.39515 kb_relative_information_score -1.365554 kb_relative_information_score -2.335958 kb_relative_information_score -2.459959 kb_relative_information_score 0.048497 kb_relative_information_score -2.862715 kb_relative_information_score -0.921907 kb_relative_information_score -2.23937 kb_relative_information_score -2.807018 mean_absolute_error 0.345679 mean_absolute_error 0.271605 mean_absolute_error 0.296296 mean_absolute_error 0.320988 mean_absolute_error 0.37037 mean_absolute_error 0.296296 mean_absolute_error 0.37037 mean_absolute_error 0.320988 mean_absolute_error 0.37037 mean_absolute_error 0.395062 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 0.648148 [0.833333,0,0] precision 0.604938 [0.777778,0,0] precision 0.583333 [0.75,0,0] precision 0.677778 [0.8,0,0.25] precision 0.380952 [0.571429,0,0] precision 0.444444 [0.666667,0,0] precision 0.333333 [0.5,0,0] precision 0.555556 [0.666667,0,0.333333] precision 0.444444 [0.666667,0,0] precision 0.444444 [0.666667,0,0] predictive_accuracy 0.555556 predictive_accuracy 0.777778 predictive_accuracy 0.666667 predictive_accuracy 0.555556 predictive_accuracy 0.444444 predictive_accuracy 0.666667 predictive_accuracy 0.333333 predictive_accuracy 0.555556 predictive_accuracy 0.444444 predictive_accuracy 0.444444 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 0.555556 [0.714286,0,0] recall 0.777778 [1,0,0] recall 0.666667 [0.857143,0,0] recall 0.555556 [0.571429,0,0.5] recall 0.444444 [0.666667,0,0] recall 0.666667 [1,0,0] recall 0.333333 [0.5,0,0] recall 0.555556 [0.666667,0,0.333333] recall 0.444444 [0.666667,0,0] recall 0.444444 [0.666667,0,0] relative_absolute_error 1.307229 relative_absolute_error 1.027108 relative_absolute_error 1.120482 relative_absolute_error 1.213855 relative_absolute_error 1.25 relative_absolute_error 1 relative_absolute_error 1.25 relative_absolute_error 1.083333 relative_absolute_error 1.180203 relative_absolute_error 1.258883 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 0.444444 root_mean_squared_error 0.351364 root_mean_squared_error 0.3849 root_mean_squared_error 0.41574 root_mean_squared_error 0.471405 root_mean_squared_error 0.3849 root_mean_squared_error 0.471405 root_mean_squared_error 0.41574 root_mean_squared_error 0.471405 root_mean_squared_error 0.496904 root_relative_squared_error 1.291807 root_relative_squared_error 1.021263 root_relative_squared_error 1.118738 root_relative_squared_error 1.208375 root_relative_squared_error 1.216232 root_relative_squared_error 0.993049 root_relative_squared_error 1.216232 root_relative_squared_error 1.072616 root_relative_squared_error 1.150959 root_relative_squared_error 1.213217 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