456 1 Jan van Rijn 5 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 5 arrhythmia https://www.openml.org/data/download/5/dataset_5_arrhythmia.arff -1 980 description https://api.openml.org/data/download/980/weka_generated_run2241532783802737022.xml -1 981 predictions https://api.openml.org/data/download/981/weka_generated_predictions850602812894355398.arff area_under_roc_curve 0.871822 [0.876368,0.887394,0.929519,0.981083,0.930261,0.95719,0.556793,0.303889,0.982192,0.928209,0.0,0.0,0.0,0.850725,0.932886,0.45592] average_cost 0 f_measure 0.713249 [0.8431,0.6,0.733333,0.642857,0.380952,0.75,0,0,0.875,0.715789,0,0,0,0,0,0.064516] kappa 0.586799 kb_relative_information_score 245.640157 mean_absolute_error 0.040577 mean_prior_absolute_error 0.085541 number_of_instances 452 [245,44,15,15,13,25,3,2,9,50,0,0,0,4,5,22] os_information [ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ] precision 0.696626 [0.785211,0.586957,0.733333,0.692308,0.5,0.782609,0,0,1,0.755556,0,0,0,0,0,0.111111] predictive_accuracy 0.738938 prior_entropy 2.522212 recall 0.738938 [0.910204,0.613636,0.733333,0.6,0.307692,0.72,0,0,0.777778,0.68,0,0,0,0,0,0.045455] relative_absolute_error 0.474356 root_mean_prior_squared_error 0.205498 root_mean_squared_error 0.161678 root_relative_squared_error 0.786761 scimark_benchmark 2005.9352572686555 [ 1261.200737203781, 1630.249527196899, 923.2517931610143, 1703.3399249996146, 4511.634303781969 ] total_cost 0 area_under_roc_curve 0.893615 [0.881905,0.887805,1,0.965909,0.977273,1,0.0,0.788889,0.0,0.960976,0.0,0.0,0.0,0.0,0.0,0.713178] area_under_roc_curve 0.881686 [0.881905,0.84878,1,1,1,1,0.0,0.477778,1,0.912195,0.0,0.0,0.0,0.0,1,0.613636] area_under_roc_curve 0.924948 [0.9,0.935,1,0.988372,0.977273,0.953488,0.0,0.0,0.772727,1,0.0,0.0,0.0,0.0,1,0.906977] area_under_roc_curve 0.873618 [0.896,0.92,1,1,1,0.593023,0.0,0.0,1,0.83,0.0,0.0,0.0,0.0,1,0.488372] area_under_roc_curve 0.898148 [0.922,0.95122,1,0.988372,0.590909,0.976744,0.0,0.0,1,0.915,0.0,0.0,0.0,0.0,0.977273,0.244186] area_under_roc_curve 0.867528 [0.85119,0.823171,1,0.977273,1,0.968254,0.931818,0.0,1,0.965,0.0,0.0,0.0,0.0,0.818182,0.430233] area_under_roc_curve 0.834515 [0.857143,0.932927,0.494186,1,0.954545,0.992063,0.352273,0.0,1,0.885,0.0,0.0,0.0,0.693182,0.0,0.430233] area_under_roc_curve 0.816828 [0.801587,0.810976,1,1,0.818182,0.968254,0.659091,0.0,1,0.95,0.0,0.0,0.0,0.840909,0.0,0.151163] area_under_roc_curve 0.88187 [0.84127,0.963415,1,0.954545,1,1,0.0,0.0,1,0.965,0.0,0.0,0.0,1,0.0,0.430233] area_under_roc_curve 0.889442 [0.936508,0.79878,1,1,1,0.984127,0.0,0.0,1,0.985,0.0,0.0,0.0,1,0.0,0.15873] 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 0.919 build_cpu_time 0.909 build_cpu_time 0.914 build_cpu_time 0.909 build_cpu_time 0.912 build_cpu_time 0.925 build_cpu_time 0.912 build_cpu_time 0.918 build_cpu_time 0.914 build_cpu_time 0.913 f_measure 0.683917 [0.84,0.5,0.666667,0.4,0,1,0,0,0,0.727273,0,0,0,0,0,0.285714] f_measure 0.751647 [0.836364,0.666667,1,1,1,1,0,0,1,0.666667,0,0,0,0,0,0] f_measure 0.682002 [0.792453,0.666667,0.666667,0.666667,0,0.5,0,0,0,0.909091,0,0,0,0,0,0] f_measure 0.770085 [0.923077,0.5,0.666667,1,1,0.666667,0,0,1,0.615385,0,0,0,0,0,0] f_measure 0.709091 [0.836364,0.75,1,0,0,0.5,0,0,1,0.8,0,0,0,0,0,0] f_measure 0.675185 [0.8,0.4,1,0.666667,0.666667,0.5,0,0,1,0.75,0,0,0,0,0,0] f_measure 0.618323 [0.830189,0.6,0,1,0,0.666667,0,0,0,0.5,0,0,0,0,0,0] f_measure 0.630899 [0.8,0.666667,0,0.666667,0,0.666667,0,0,1,0.571429,0,0,0,0,0,0] f_measure 0.721987 [0.836364,0.666667,1,0,0,1,0,0,1,0.75,0,0,0,0,0,0] f_measure 0.7754 [0.941176,0.6,1,0,0.666667,0.857143,0,0,1,0.8,0,0,0,0,0,0] kappa 0.546479 kappa 0.649657 kappa 0.537184 kappa 0.684825 kappa 0.595588 kappa 0.531947 kappa 0.471417 kappa 0.490703 kappa 0.63474 kappa 0.72561 kb_relative_information_score 24.136168 kb_relative_information_score 27.491433 kb_relative_information_score 25.398356 kb_relative_information_score 25.345149 kb_relative_information_score 25.343981 kb_relative_information_score 22.850401 kb_relative_information_score 17.332595 kb_relative_information_score 22.330515 kb_relative_information_score 26.926325 kb_relative_information_score 28.485235 mean_absolute_error 0.045416 mean_absolute_error 0.036951 mean_absolute_error 0.040511 mean_absolute_error 0.035622 mean_absolute_error 0.035359 mean_absolute_error 0.045164 mean_absolute_error 0.05031 mean_absolute_error 0.04555 mean_absolute_error 0.037662 mean_absolute_error 0.033198 mean_prior_absolute_error 0.085342 mean_prior_absolute_error 0.085464 mean_prior_absolute_error 0.084604 mean_prior_absolute_error 0.084604 mean_prior_absolute_error 0.084776 mean_prior_absolute_error 0.086153 mean_prior_absolute_error 0.086159 mean_prior_absolute_error 0.086159 mean_prior_absolute_error 0.086099 mean_prior_absolute_error 0.086058 number_of_instances 46 [25,5,1,2,2,2,0,1,0,5,0,0,0,0,0,3] number_of_instances 46 [25,5,1,2,1,2,0,1,1,5,0,0,0,0,1,2] number_of_instances 45 [25,5,1,2,1,2,0,0,1,5,0,0,0,0,1,2] number_of_instances 45 [25,5,1,2,1,2,0,0,1,5,0,0,0,0,1,2] number_of_instances 45 [25,4,2,2,1,2,0,0,1,5,0,0,0,0,1,2] number_of_instances 45 [24,4,2,1,1,3,1,0,1,5,0,0,0,0,1,2] number_of_instances 45 [24,4,2,1,1,3,1,0,1,5,0,0,0,1,0,2] number_of_instances 45 [24,4,2,1,1,3,1,0,1,5,0,0,0,1,0,2] number_of_instances 45 [24,4,2,1,2,3,0,0,1,5,0,0,0,1,0,2] number_of_instances 45 [24,4,1,1,2,3,0,0,1,5,0,0,0,1,0,3] precision 0.686594 [0.84,0.666667,0.5,0.333333,0,1,0,0,0,0.666667,0,0,0,0,0,0.25] precision 0.731884 [0.766667,0.75,1,1,1,1,0,0,1,0.75,0,0,0,0,0,0] precision 0.67037 [0.75,0.75,0.5,1,0,0.5,0,0,0,0.833333,0,0,0,0,0,0] precision 0.767901 [0.888889,0.666667,0.5,1,1,1,0,0,1,0.5,0,0,0,0,0,0] precision 0.67037 [0.766667,0.75,1,0,0,0.5,0,0,1,0.8,0,0,0,0,0,0] precision 0.706553 [0.769231,0.333333,1,0.5,0.5,1,0,0,1,1,0,0,0,0,0,0] precision 0.589783 [0.758621,0.5,0,1,0,0.666667,0,0,0,0.666667,0,0,0,0,0,0] precision 0.620717 [0.709677,0.6,0,0.5,0,0.666667,0,0,1,1,0,0,0,0,0,0] precision 0.693477 [0.741935,0.6,1,0,0,1,0,0,1,1,0,0,0,0,0,0] precision 0.746296 [0.888889,0.5,1,0,1,0.75,0,0,1,0.8,0,0,0,0,0,0] predictive_accuracy 0.695652 predictive_accuracy 0.782609 predictive_accuracy 0.711111 predictive_accuracy 0.8 predictive_accuracy 0.755556 predictive_accuracy 0.688889 predictive_accuracy 0.666667 predictive_accuracy 0.688889 predictive_accuracy 0.777778 predictive_accuracy 0.822222 prior_entropy 2.522212 prior_entropy 2.522212 prior_entropy 2.522212 prior_entropy 2.522212 prior_entropy 2.522212 prior_entropy 2.522212 prior_entropy 2.522212 prior_entropy 2.522212 prior_entropy 2.522212 prior_entropy 2.522212 recall 0.695652 [0.84,0.4,1,0.5,0,1,0,0,0,0.8,0,0,0,0,0,0.333333] recall 0.782609 [0.92,0.6,1,1,1,1,0,0,1,0.6,0,0,0,0,0,0] recall 0.711111 [0.84,0.6,1,0.5,0,0.5,0,0,0,1,0,0,0,0,0,0] recall 0.8 [0.96,0.4,1,1,1,0.5,0,0,1,0.8,0,0,0,0,0,0] recall 0.755556 [0.92,0.75,1,0,0,0.5,0,0,1,0.8,0,0,0,0,0,0] recall 0.688889 [0.833333,0.5,1,1,1,0.333333,0,0,1,0.6,0,0,0,0,0,0] recall 0.666667 [0.916667,0.75,0,1,0,0.666667,0,0,0,0.4,0,0,0,0,0,0] recall 0.688889 [0.916667,0.75,0,1,0,0.666667,0,0,1,0.4,0,0,0,0,0,0] recall 0.777778 [0.958333,0.75,1,0,0,1,0,0,1,0.6,0,0,0,0,0,0] recall 0.822222 [1,0.75,1,0,0.5,1,0,0,1,0.8,0,0,0,0,0,0] relative_absolute_error 0.532159 relative_absolute_error 0.432358 relative_absolute_error 0.478834 relative_absolute_error 0.421047 relative_absolute_error 0.417084 relative_absolute_error 0.524229 relative_absolute_error 0.58392 relative_absolute_error 0.528673 relative_absolute_error 0.437429 relative_absolute_error 0.38576 root_mean_prior_squared_error 0.205014 root_mean_prior_squared_error 0.205312 root_mean_prior_squared_error 0.203204 root_mean_prior_squared_error 0.203204 root_mean_prior_squared_error 0.203628 root_mean_prior_squared_error 0.206981 root_mean_prior_squared_error 0.206995 root_mean_prior_squared_error 0.206995 root_mean_prior_squared_error 0.206852 root_mean_prior_squared_error 0.206752 root_mean_squared_error 0.171041 root_mean_squared_error 0.149886 root_mean_squared_error 0.149925 root_mean_squared_error 0.151919 root_mean_squared_error 0.155137 root_mean_squared_error 0.176399 root_mean_squared_error 0.190691 root_mean_squared_error 0.174312 root_mean_squared_error 0.151974 root_mean_squared_error 0.138221 root_relative_squared_error 0.834289 root_relative_squared_error 0.730042 root_relative_squared_error 0.737802 root_relative_squared_error 0.747615 root_relative_squared_error 0.761864 root_relative_squared_error 0.852247 root_relative_squared_error 0.921234 root_relative_squared_error 0.842104 root_relative_squared_error 0.734699 root_relative_squared_error 0.668537 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