458 1 Jan van Rijn 47 Supervised Classification predictive_accuracy 77 weka.LogitBoost_DecisionStump(1) 18 weka.classifiers.meta.LogitBoost -- -P 100 -F 0 -R 1 -L -1.7976931348623157E308 -H 1.0 -S 1 -I 10 -W weka.classifiers.trees.DecisionStump F 0 77 H 1.0 77 I 10 77 L -1.7976931348623157E308 77 P 100 77 R 1 77 S 1 77 W weka.classifiers.trees.DecisionStump 77 48 tae https://www.openml.org/data/download/48/dataset_48_tae.arff -1 984 description https://api.openml.org/data/download/984/weka_generated_run1464140575580918444.xml -1 985 predictions https://api.openml.org/data/download/985/weka_generated_predictions2422740203941930250.arff area_under_roc_curve 0.712198 [0.733093,0.695842,0.708236] average_cost 0 f_measure 0.535931 [0.536082,0.484848,0.584906] kappa 0.304193 kb_relative_information_score 35.028963 mean_absolute_error 0.374326 mean_prior_absolute_error 0.444311 number_of_instances 151 [49,50,52] os_information [ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ] precision 0.535651 [0.541667,0.489796,0.574074] predictive_accuracy 0.536424 prior_entropy 1.584538 recall 0.536424 [0.530612,0.48,0.596154] relative_absolute_error 0.842487 root_mean_prior_squared_error 0.471332 root_mean_squared_error 0.447465 root_relative_squared_error 0.949363 scimark_benchmark 2002.183162828434 [ 1263.0272172348073, 1616.573112277644, 925.639530083235, 1703.3399249996146, 4502.33602954687 ] total_cost 0 area_under_roc_curve 0.580966 [0.681818,0.527273,0.541667] area_under_roc_curve 0.726667 [0.77,0.75,0.66] area_under_roc_curve 0.846667 [0.8,0.8,0.94] area_under_roc_curve 0.786667 [0.78,0.9,0.68] area_under_roc_curve 0.693333 [0.64,0.74,0.7] area_under_roc_curve 0.666667 [0.79,0.65,0.56] area_under_roc_curve 0.746667 [0.79,0.76,0.69] area_under_roc_curve 0.66 [0.7,0.52,0.76] area_under_roc_curve 0.693333 [0.76,0.53,0.79] area_under_roc_curve 0.788047 [0.795455,0.85,0.731481] 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 0.002 build_cpu_time 0.002 build_cpu_time 0.002 build_cpu_time 0.002 build_cpu_time 0.002 build_cpu_time 0.002 build_cpu_time 0.002 build_cpu_time 0.002 build_cpu_time 0.001 build_cpu_time 0.002 f_measure 0.294231 [0.461538,0,0.4] f_measure 0.499278 [0.285714,0.666667,0.545455] f_measure 0.60404 [0.6,0.545455,0.666667] f_measure 0.590572 [0.6,0.727273,0.444444] f_measure 0.529966 [0.444444,0.6,0.545455] f_measure 0.4633 [0.545455,0.4,0.444444] f_measure 0.662271 [0.8,0.571429,0.615385] f_measure 0.476768 [0.4,0.363636,0.666667] f_measure 0.502646 [0.571429,0.222222,0.714286] f_measure 0.673131 [0.6,0.666667,0.727273] kappa -0.023256 kappa 0.3 kappa 0.4 kappa 0.4 kappa 0.3 kappa 0.2 kappa 0.5 kappa 0.2 kappa 0.3 kappa 0.503311 kb_relative_information_score 1.51696 kb_relative_information_score 3.411779 kb_relative_information_score 5.389817 kb_relative_information_score 4.449093 kb_relative_information_score 3.948709 kb_relative_information_score 2.951037 kb_relative_information_score 3.138919 kb_relative_information_score 3.010859 kb_relative_information_score 2.917666 kb_relative_information_score 4.294125 mean_absolute_error 0.424557 mean_absolute_error 0.376677 mean_absolute_error 0.318587 mean_absolute_error 0.348309 mean_absolute_error 0.364718 mean_absolute_error 0.389458 mean_absolute_error 0.387895 mean_absolute_error 0.388178 mean_absolute_error 0.389479 mean_absolute_error 0.35205 mean_prior_absolute_error 0.443994 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.444444 mean_prior_absolute_error 0.443579 number_of_instances 16 [5,5,6] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [5,5,5] number_of_instances 15 [4,5,6] precision 0.304688 [0.375,0,0.5] precision 0.52381 [0.5,0.571429,0.5] precision 0.616667 [0.6,0.5,0.75] precision 0.588889 [0.6,0.666667,0.5] precision 0.533333 [0.5,0.6,0.5] precision 0.466667 [0.5,0.4,0.5] precision 0.766667 [0.8,1,0.5] precision 0.494444 [0.4,0.333333,0.75] precision 0.601852 [1,0.25,0.555556] precision 0.703333 [0.5,0.75,0.8] predictive_accuracy 0.3125 predictive_accuracy 0.533333 predictive_accuracy 0.6 predictive_accuracy 0.6 predictive_accuracy 0.533333 predictive_accuracy 0.466667 predictive_accuracy 0.666667 predictive_accuracy 0.466667 predictive_accuracy 0.533333 predictive_accuracy 0.666667 prior_entropy 1.584538 prior_entropy 1.584538 prior_entropy 1.584538 prior_entropy 1.584538 prior_entropy 1.584538 prior_entropy 1.584538 prior_entropy 1.584538 prior_entropy 1.584538 prior_entropy 1.584538 prior_entropy 1.584538 recall 0.3125 [0.6,0,0.333333] recall 0.533333 [0.2,0.8,0.6] recall 0.6 [0.6,0.6,0.6] recall 0.6 [0.6,0.8,0.4] recall 0.533333 [0.4,0.6,0.6] recall 0.466667 [0.6,0.4,0.4] recall 0.666667 [0.8,0.4,0.8] recall 0.466667 [0.4,0.4,0.6] recall 0.533333 [0.4,0.2,1] recall 0.666667 [0.75,0.6,0.666667] relative_absolute_error 0.956225 relative_absolute_error 0.847524 relative_absolute_error 0.716822 relative_absolute_error 0.783695 relative_absolute_error 0.820617 relative_absolute_error 0.87628 relative_absolute_error 0.872763 relative_absolute_error 0.8734 relative_absolute_error 0.876328 relative_absolute_error 0.793659 root_mean_prior_squared_error 0.470996 root_mean_prior_squared_error 0.471474 root_mean_prior_squared_error 0.471474 root_mean_prior_squared_error 0.471474 root_mean_prior_squared_error 0.471474 root_mean_prior_squared_error 0.471474 root_mean_prior_squared_error 0.471474 root_mean_prior_squared_error 0.471474 root_mean_prior_squared_error 0.471474 root_mean_prior_squared_error 0.470555 root_mean_squared_error 0.494685 root_mean_squared_error 0.441456 root_mean_squared_error 0.402048 root_mean_squared_error 0.421022 root_mean_squared_error 0.445839 root_mean_squared_error 0.472379 root_mean_squared_error 0.44313 root_mean_squared_error 0.473856 root_mean_squared_error 0.448698 root_mean_squared_error 0.420283 root_relative_squared_error 1.050297 root_relative_squared_error 0.936332 root_relative_squared_error 0.852746 root_relative_squared_error 0.892991 root_relative_squared_error 0.945627 root_relative_squared_error 1.00192 root_relative_squared_error 0.939883 root_relative_squared_error 1.005051 root_relative_squared_error 0.951691 root_relative_squared_error 0.893164 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