393 1 Jan van Rijn 41 Supervised Classification 74 weka.Logistic(1) 15 weka.classifiers.functions.Logistic -- -R 1.0E-8 -M -1 M -1 74 R 1.0E-8 74 42 soybean https://www.openml.org/data/download/42/dataset_42_soybean.arff -1 847 description https://api.openml.org/data/download/847/weka_generated_run5590023807492751592.xml -1 848 predictions https://api.openml.org/data/download/848/weka_generated_predictions6207034975526639765.arff area_under_roc_curve 0.982662 [1,1,1,0.999093,1,1,1,0.980321,0.998906,0.974849,1,0.988441,0.97089,0.963738,0.944656,1,1,1,1] average_cost 0 f_measure 0.925578 [1,1,1,0.982857,1,1,1,0.923077,0.930233,0.918919,1,0.966292,0.790698,0.823529,0.813559,1,1,1,0.933333] kappa 0.918171 kb_relative_information_score 635.528723 mean_absolute_error 0.008127 mean_prior_absolute_error 0.096116 number_of_instances 683 [20,20,20,88,44,20,20,92,20,20,20,44,20,91,91,15,14,16,8] os_information [ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ] precision 0.927158 [1,1,1,0.988506,1,1,1,0.933333,0.869565,1,1,0.955556,0.73913,0.802083,0.837209,1,1,1,1] predictive_accuracy 0.925329 prior_entropy 3.857248 recall 0.925329 [1,1,1,0.977273,1,1,1,0.913043,1,0.85,1,0.977273,0.85,0.846154,0.791209,1,1,1,0.875] relative_absolute_error 0.084556 root_mean_prior_squared_error 0.21911 root_mean_squared_error 0.084708 root_relative_squared_error 0.386601 scimark_benchmark 2009.8777277499273 [ 1253.0464728375905, 1630.2496916139046, 930.8554394715511, 1701.1291274491182, 4534.107907377473 ] total_cost 0 area_under_roc_curve 0.965532 [1,1,1,1,1,1,1,0.988889,1,1,1,1,0.738806,0.914407,0.9,1,1,1,1] area_under_roc_curve 0.990363 [1,1,1,1,1,1,1,1,1,1,1,1,0.992537,0.937037,0.990741,1,1,1,1] area_under_roc_curve 0.936009 [1,1,1,1,1,1,1,0.847458,1,1,1,1,0.992537,0.930556,0.75,1,1,1,1] area_under_roc_curve 0.990008 [1,1,1,1,1,1,1,0.991525,1,1,1,1,1,0.998117,0.941379,1,1,1,1] area_under_roc_curve 0.983549 [1,1,1,0.991525,1,1,1,0.998117,1,1,1,0.9,1,0.94162,1,1,1,1,1] area_under_roc_curve 0.998504 [1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.988701,1,1,1,1] area_under_roc_curve 0.994267 [1,1,1,1,1,1,1,1,1,1,1,1,1,0.975518,0.981168,1,1,1,1] area_under_roc_curve 0.980834 [1,1,1,1,1,1,1,1,0.992424,0.75,1,1,1,0.981168,0.931262,1,1,1,1] area_under_roc_curve 0.99651 [1,1,1,1,1,1,1,1,1,1,1,1,1,0.986817,0.986817,1,1,1,0.0] area_under_roc_curve 0.998032 [1,1,1,1,1,1,1,0.998117,1,1,1,1,0.992424,0.99435,0.99435,1,1,1,0.0] 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 average_cost 0 build_cpu_time 8.714 build_cpu_time 7.4 build_cpu_time 9.9 build_cpu_time 9.98 build_cpu_time 9.453 build_cpu_time 12.529 build_cpu_time 9.505 build_cpu_time 10.726 build_cpu_time 13.065 build_cpu_time 10.476 f_measure 0.829647 [1,1,1,1,1,1,1,0.842105,1,1,1,1,0,0.666667,0.555556,1,1,1,0] f_measure 0.942131 [1,1,1,1,1,1,1,0.947368,0.8,0.666667,1,1,0.8,0.888889,0.888889,1,1,1,1] f_measure 0.86962 [1,1,1,1,1,1,1,0.75,1,1,1,1,0.666667,0.727273,0.625,1,1,1,1] f_measure 0.969728 [1,1,1,1,1,1,1,0.947368,1,1,1,1,1,0.947368,0.888889,1,1,1,1] f_measure 0.954426 [1,1,1,0.947368,1,1,1,0.947368,0.8,0.666667,1,0.888889,1,0.941176,1,1,1,1,1] f_measure 0.969175 [1,1,1,1,1,1,1,0.9,1,1,1,1,0.666667,1,0.941176,1,1,1,1] f_measure 0.927973 [1,1,1,1,1,1,1,0.941176,1,1,1,1,1,0.736842,0.777778,1,1,1,1] f_measure 0.879648 [1,1,1,0.941176,1,1,1,1,0.8,0.666667,1,0.888889,0.8,0.625,0.736842,1,1,1,1] f_measure 0.941176 [1,1,1,1,1,1,1,1,1,1,1,1,1,0.777778,0.777778,1,1,1,0] f_measure 0.957259 [1,1,1,0.941176,1,1,1,0.941176,1,1,1,0.888889,0.8,0.947368,0.941176,1,1,1,0] kappa 0.824468 kappa 0.936523 kappa 0.857765 kappa 0.967742 kappa 0.951567 kappa 0.967688 kappa 0.919355 kappa 0.871334 kappa 0.935453 kappa 0.951727 kb_relative_information_score 58.911511 kb_relative_information_score 64.711728 kb_relative_information_score 61.904145 kb_relative_information_score 65.898265 kb_relative_information_score 64.912299 kb_relative_information_score 65.38699 kb_relative_information_score 63.523893 kb_relative_information_score 61.423479 kb_relative_information_score 64.22853 kb_relative_information_score 64.627885 mean_absolute_error 0.015946 mean_absolute_error 0.006942 mean_absolute_error 0.013932 mean_absolute_error 0.003464 mean_absolute_error 0.005463 mean_absolute_error 0.004087 mean_absolute_error 0.0078 mean_absolute_error 0.011207 mean_absolute_error 0.006603 mean_absolute_error 0.005646 mean_prior_absolute_error 0.096108 mean_prior_absolute_error 0.096105 mean_prior_absolute_error 0.096199 mean_prior_absolute_error 0.096105 mean_prior_absolute_error 0.096112 mean_prior_absolute_error 0.096112 mean_prior_absolute_error 0.096112 mean_prior_absolute_error 0.09611 mean_prior_absolute_error 0.096097 mean_prior_absolute_error 0.096097 number_of_instances 69 [2,2,2,9,4,2,2,9,2,2,2,4,2,10,9,1,2,2,1] number_of_instances 69 [2,2,2,9,4,2,2,10,2,2,2,4,2,9,9,1,2,2,1] number_of_instances 69 [2,2,2,8,4,2,2,10,2,2,2,5,2,9,9,2,1,2,1] number_of_instances 68 [2,2,2,8,4,2,2,9,2,2,2,5,2,9,10,2,1,1,1] number_of_instances 68 [2,2,2,9,4,2,2,9,2,2,2,5,2,9,9,2,1,1,1] number_of_instances 68 [2,2,2,9,4,2,2,9,2,2,2,5,2,9,9,2,1,1,1] number_of_instances 68 [2,2,2,9,5,2,2,9,2,2,2,4,2,9,9,2,1,1,1] number_of_instances 68 [2,2,2,9,5,2,2,9,2,2,2,4,2,9,9,1,1,2,1] number_of_instances 68 [2,2,2,9,5,2,2,9,2,2,2,4,2,9,9,1,2,2,0] number_of_instances 68 [2,2,2,9,5,2,2,9,2,2,2,4,2,9,9,1,2,2,0] precision 0.819763 [1,1,1,1,1,1,1,0.8,1,1,1,1,0,0.636364,0.555556,1,1,1,0] precision 0.951691 [1,1,1,1,1,1,1,1,0.666667,1,1,1,0.666667,0.888889,0.888889,1,1,1,1] precision 0.898073 [1,1,1,1,1,1,1,1,1,1,1,1,0.5,0.615385,0.714286,1,1,1,1] precision 0.973529 [1,1,1,1,1,1,1,0.9,1,1,1,1,1,0.9,1,1,1,1,1] precision 0.963725 [1,1,1,0.9,1,1,1,0.9,0.666667,1,1,1,1,1,1,1,1,1,1] precision 0.975936 [1,1,1,1,1,1,1,0.818182,1,1,1,1,1,1,1,1,1,1,1] precision 0.930882 [1,1,1,1,1,1,1,1,1,1,1,1,1,0.7,0.777778,1,1,1,1] precision 0.891106 [1,1,1,1,1,1,1,1,0.666667,1,1,0.8,0.666667,0.714286,0.7,1,1,1,1] precision 0.941176 [1,1,1,1,1,1,1,1,1,1,1,1,1,0.777778,0.777778,1,1,1,0] precision 0.965196 [1,1,1,1,1,1,1,1,1,1,1,0.8,0.666667,0.9,1,1,1,1,0] predictive_accuracy 0.84058 predictive_accuracy 0.942029 predictive_accuracy 0.869565 predictive_accuracy 0.970588 predictive_accuracy 0.955882 predictive_accuracy 0.970588 predictive_accuracy 0.926471 predictive_accuracy 0.882353 predictive_accuracy 0.941176 predictive_accuracy 0.955882 prior_entropy 3.857248 prior_entropy 3.857248 prior_entropy 3.857248 prior_entropy 3.857248 prior_entropy 3.857248 prior_entropy 3.857248 prior_entropy 3.857248 prior_entropy 3.857248 prior_entropy 3.857248 prior_entropy 3.857248 recall 0.84058 [1,1,1,1,1,1,1,0.888889,1,1,1,1,0,0.7,0.555556,1,1,1,0] recall 0.942029 [1,1,1,1,1,1,1,0.9,1,0.5,1,1,1,0.888889,0.888889,1,1,1,1] recall 0.869565 [1,1,1,1,1,1,1,0.6,1,1,1,1,1,0.888889,0.555556,1,1,1,1] recall 0.970588 [1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.8,1,1,1,1] recall 0.955882 [1,1,1,1,1,1,1,1,1,0.5,1,0.8,1,0.888889,1,1,1,1,1] recall 0.970588 [1,1,1,1,1,1,1,1,1,1,1,1,0.5,1,0.888889,1,1,1,1] recall 0.926471 [1,1,1,1,1,1,1,0.888889,1,1,1,1,1,0.777778,0.777778,1,1,1,1] recall 0.882353 [1,1,1,0.888889,1,1,1,1,1,0.5,1,1,1,0.555556,0.777778,1,1,1,1] recall 0.941176 [1,1,1,1,1,1,1,1,1,1,1,1,1,0.777778,0.777778,1,1,1,0] recall 0.955882 [1,1,1,0.888889,1,1,1,0.888889,1,1,1,1,1,1,0.888889,1,1,1,0] relative_absolute_error 0.165915 relative_absolute_error 0.072233 relative_absolute_error 0.144828 relative_absolute_error 0.036039 relative_absolute_error 0.05684 relative_absolute_error 0.042525 relative_absolute_error 0.081152 relative_absolute_error 0.116602 relative_absolute_error 0.06871 relative_absolute_error 0.05875 root_mean_prior_squared_error 0.219091 root_mean_prior_squared_error 0.219086 root_mean_prior_squared_error 0.2193 root_mean_prior_squared_error 0.219086 root_mean_prior_squared_error 0.219101 root_mean_prior_squared_error 0.219101 root_mean_prior_squared_error 0.219101 root_mean_prior_squared_error 0.219096 root_mean_prior_squared_error 0.219066 root_mean_prior_squared_error 0.219066 root_mean_squared_error 0.120529 root_mean_squared_error 0.079556 root_mean_squared_error 0.113701 root_mean_squared_error 0.052407 root_mean_squared_error 0.065076 root_mean_squared_error 0.0558 root_mean_squared_error 0.086259 root_mean_squared_error 0.099431 root_mean_squared_error 0.074469 root_mean_squared_error 0.06944 root_relative_squared_error 0.550131 root_relative_squared_error 0.363127 root_relative_squared_error 0.518475 root_relative_squared_error 0.239209 root_relative_squared_error 0.297013 root_relative_squared_error 0.254677 root_relative_squared_error 0.393696 root_relative_squared_error 0.453824 root_relative_squared_error 0.33994 root_relative_squared_error 0.316982 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