221 1 Jan van Rijn 3 Supervised Classification 61 weka.REPTree(1) 6 weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 I 0.0 61 L -1 61 M 2 61 N 3 61 S 1 61 V 0.001 61 3 kr-vs-kp https://www.openml.org/data/download/3/dataset_3_kr-vs-kp.arff -1 503 description https://api.openml.org/data/download/503/weka_generated_run3559957915657145239.xml -1 504 predictions https://api.openml.org/data/download/504/weka_generated_predictions5278885489289065492.arff area_under_roc_curve 0.997912 [0.997912,0.997912] average_cost 0 f_measure 0.990299 [0.990744,0.989813] kappa 0.980556 kb_relative_information_score 3103.236915 mean_absolute_error 0.015959 mean_prior_absolute_error 0.499014 number_of_instances 3196 [1669,1527] os_information [ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ] precision 0.990321 [0.9875,0.993404] predictive_accuracy 0.9903 prior_entropy 0.998577 recall 0.9903 [0.994008,0.986248] relative_absolute_error 0.031981 root_mean_prior_squared_error 0.499506 root_mean_squared_error 0.093947 root_relative_squared_error 0.18808 scimark_benchmark 2011.1068098409676 [ 1252.146899957658, 1627.4957628094471, 927.2381960917668, 1708.8917426213998, 4539.761447724565 ] total_cost 0 area_under_roc_curve 0.996028 [0.996028,0.996028] area_under_roc_curve 0.996634 [0.996634,0.996634] area_under_roc_curve 0.998591 [0.998591,0.998591] area_under_roc_curve 0.999609 [0.999609,0.999609] area_under_roc_curve 0.999961 [0.999961,0.999961] area_under_roc_curve 0.99998 [0.99998,0.99998] area_under_roc_curve 0.993543 [0.993543,0.993543] area_under_roc_curve 0.999173 [0.999173,0.999173] area_under_roc_curve 0.999527 [0.999527,0.999527] area_under_roc_curve 0.999645 [0.999645,0.999645] 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 0.017 build_cpu_time 0.019 build_cpu_time 0.016 build_cpu_time 0.016 build_cpu_time 0.016 build_cpu_time 0.016 build_cpu_time 0.016 build_cpu_time 0.016 build_cpu_time 0.017 build_cpu_time 0.016 f_measure 0.993748 [0.994048,0.993421] f_measure 0.978132 [0.978852,0.977346] f_measure 0.99062 [0.991098,0.990099] f_measure 0.993748 [0.994048,0.993421] f_measure 0.996875 [0.997015,0.996721] f_measure 0.996875 [0.997015,0.996721] f_measure 0.987457 [0.988024,0.986842] f_measure 0.984318 [0.985163,0.983389] f_measure 0.987461 [0.988024,0.986842] f_measure 0.99373 [0.994012,0.993421] kappa 0.987469 kappa 0.956202 kappa 0.981199 kappa 0.987469 kappa 0.993736 kappa 0.993736 kappa 0.974867 kappa 0.968555 kappa 0.974866 kappa 0.987433 kb_relative_information_score 312.795334 kb_relative_information_score 302.985937 kb_relative_information_score 310.859397 kb_relative_information_score 312.995921 kb_relative_information_score 315.196753 kb_relative_information_score 314.007347 kb_relative_information_score 305.858636 kb_relative_information_score 306.305107 kb_relative_information_score 309.449662 kb_relative_information_score 312.782821 mean_absolute_error 0.012647 mean_absolute_error 0.02798 mean_absolute_error 0.015931 mean_absolute_error 0.012456 mean_absolute_error 0.009043 mean_absolute_error 0.011404 mean_absolute_error 0.022785 mean_absolute_error 0.021111 mean_absolute_error 0.015584 mean_absolute_error 0.010668 mean_prior_absolute_error 0.499029 mean_prior_absolute_error 0.499029 mean_prior_absolute_error 0.499029 mean_prior_absolute_error 0.499029 mean_prior_absolute_error 0.499029 mean_prior_absolute_error 0.499029 mean_prior_absolute_error 0.499095 mean_prior_absolute_error 0.498956 mean_prior_absolute_error 0.498956 mean_prior_absolute_error 0.498956 number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 320 [167,153] number_of_instances 319 [166,153] number_of_instances 319 [167,152] number_of_instances 319 [167,152] number_of_instances 319 [167,152] precision 0.993824 [0.988166,1] precision 0.978311 [0.987805,0.967949] precision 0.99079 [0.982353,1] precision 0.993824 [0.988166,1] precision 0.996894 [0.994048,1] precision 0.996894 [0.994048,1] precision 0.987531 [0.982143,0.993377] precision 0.984484 [0.976471,0.993289] precision 0.987461 [0.988024,0.986842] precision 0.99373 [0.994012,0.993421] predictive_accuracy 0.99375 predictive_accuracy 0.978125 predictive_accuracy 0.990625 predictive_accuracy 0.99375 predictive_accuracy 0.996875 predictive_accuracy 0.996875 predictive_accuracy 0.987461 predictive_accuracy 0.984326 predictive_accuracy 0.987461 predictive_accuracy 0.99373 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 recall 0.99375 [1,0.986928] recall 0.978125 [0.97006,0.986928] recall 0.990625 [1,0.980392] recall 0.99375 [1,0.986928] recall 0.996875 [1,0.993464] recall 0.996875 [1,0.993464] recall 0.987461 [0.993976,0.980392] recall 0.984326 [0.994012,0.973684] recall 0.987461 [0.988024,0.986842] recall 0.99373 [0.994012,0.993421] relative_absolute_error 0.025343 relative_absolute_error 0.056069 relative_absolute_error 0.031924 relative_absolute_error 0.02496 relative_absolute_error 0.018121 relative_absolute_error 0.022852 relative_absolute_error 0.045652 relative_absolute_error 0.04231 relative_absolute_error 0.031234 relative_absolute_error 0.021381 root_mean_prior_squared_error 0.499521 root_mean_prior_squared_error 0.499521 root_mean_prior_squared_error 0.499521 root_mean_prior_squared_error 0.499521 root_mean_prior_squared_error 0.499521 root_mean_prior_squared_error 0.499521 root_mean_prior_squared_error 0.499588 root_mean_prior_squared_error 0.499449 root_mean_prior_squared_error 0.499449 root_mean_prior_squared_error 0.499449 root_mean_squared_error 0.07542 root_mean_squared_error 0.142593 root_mean_squared_error 0.093241 root_mean_squared_error 0.071233 root_mean_squared_error 0.052171 root_mean_squared_error 0.054246 root_mean_squared_error 0.116415 root_mean_squared_error 0.111632 root_mean_squared_error 0.104343 root_mean_squared_error 0.077003 root_relative_squared_error 0.150985 root_relative_squared_error 0.285458 root_relative_squared_error 0.186662 root_relative_squared_error 0.142603 root_relative_squared_error 0.104442 root_relative_squared_error 0.108596 root_relative_squared_error 0.233022 root_relative_squared_error 0.22351 root_relative_squared_error 0.208917 root_relative_squared_error 0.154177 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