563072 1 Jan van Rijn 3974 Supervised Classification predictive_accuracy 3463 weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_IBk(1) 5774 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.InfoGainAttributeEval " -S "weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1" -W weka.classifiers.lazy.IBk -- -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\"" K 1 1721 W 0 1721 A true 1721 T -1.7976931348623157E308 2118 N -1 2118 S weka.attributeSelection.Ranker 3463 W weka.classifiers.lazy.IBk 3463 weka weka_3.7.13 1140 AP_Ovary_Lung https://www.openml.org/data/download/54023/AP_Ovary_Lung.arff -1 1942766 description https://api.openml.org/data/download/1942766/weka_generated_run6732745077428127123.xml -1 1942768 model_readable https://api.openml.org/data/download/1942768/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier3642971917421752898.model -1 1942767 model_serialized https://api.openml.org/data/download/1942767/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier284931620310391339.model -1 1942769 predictions https://api.openml.org/data/download/1942769/weka_generated_predictions115637473075769782.arff area_under_roc_curve 0.906606 [0.906606,0.906606] average_cost 0 f_measure 0.91411 [0.927461,0.89313] kappa 0.820768 kb_relative_information_score 262.329602 mean_absolute_error 0.089237 mean_prior_absolute_error 0.47546 number_of_instances 324 [198,126] os_information [Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.10.1.el7.x86_64] precision 0.916415 [0.952128,0.860294] predictive_accuracy 0.91358 prior_entropy 0.964522 recall 0.91358 [0.90404,0.928571] relative_absolute_error 0.187686 root_mean_prior_squared_error 0.487498 root_mean_squared_error 0.29299 root_relative_squared_error 0.601006 scimark_benchmark 1082.049026 [673.1921059718253, 895.0092447130635, 495.0400499668309, 788.4029962123354, 2558.6007331980895] total_cost 0 usercpu_time_millis 9950 usercpu_time_millis_testing 8420 usercpu_time_millis_training 1530 area_under_roc_curve 0.936538 [0.936538,0.936538] area_under_roc_curve 0.95 [0.95,0.95] area_under_roc_curve 0.936538 [0.936538,0.936538] area_under_roc_curve 0.936538 [0.936538,0.936538] area_under_roc_curve 0.85 [0.85,0.85] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.85 [0.85,0.85] area_under_roc_curve 0.866667 [0.866667,0.866667] area_under_roc_curve 0.882591 [0.882591,0.882591] area_under_roc_curve 0.947368 [0.947368,0.947368] 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 f_measure 0.939394 [0.95,0.923077] f_measure 0.939964 [0.947368,0.928571] f_measure 0.939394 [0.95,0.923077] f_measure 0.939394 [0.95,0.923077] f_measure 0.814706 [0.823529,0.8] f_measure 1 [1,1] f_measure 0.872294 [0.904762,0.818182] f_measure 0.875 [0.9,0.833333] f_measure 0.875992 [0.888889,0.857143] f_measure 0.937996 [0.944444,0.928571] kappa 0.873077 kappa 0.876404 kappa 0.873077 kappa 0.873077 kappa 0.636364 kappa 1 kappa 0.724138 kappa 0.733333 kappa 0.747036 kappa 0.873518 kb_relative_information_score 28.651817 kb_relative_information_score 28.651817 kb_relative_information_score 28.651817 kb_relative_information_score 28.651817 kb_relative_information_score 18.694663 kb_relative_information_score 31.523716 kb_relative_information_score 22.971014 kb_relative_information_score 22.971014 kb_relative_information_score 23.642787 kb_relative_information_score 27.919138 mean_absolute_error 0.063605 mean_absolute_error 0.063605 mean_absolute_error 0.063605 mean_absolute_error 0.063605 mean_absolute_error 0.189626 mean_absolute_error 0.003401 mean_absolute_error 0.127551 mean_absolute_error 0.127551 mean_absolute_error 0.127551 mean_absolute_error 0.065476 mean_prior_absolute_error 0.476576 mean_prior_absolute_error 0.476576 mean_prior_absolute_error 0.476576 mean_prior_absolute_error 0.476576 mean_prior_absolute_error 0.472393 mean_prior_absolute_error 0.472393 mean_prior_absolute_error 0.472393 mean_prior_absolute_error 0.472393 mean_prior_absolute_error 0.479294 mean_prior_absolute_error 0.479294 number_of_instances 33 [20,13] number_of_instances 33 [20,13] number_of_instances 33 [20,13] number_of_instances 33 [20,13] number_of_instances 32 [20,12] number_of_instances 32 [20,12] number_of_instances 32 [20,12] number_of_instances 32 [20,12] number_of_instances 32 [19,13] number_of_instances 32 [19,13] precision 0.939394 [0.95,0.923077] precision 0.947475 [1,0.866667] precision 0.939394 [0.95,0.923077] precision 0.939394 [0.95,0.923077] precision 0.875 [1,0.666667] precision 1 [1,1] precision 0.877273 [0.863636,0.9] precision 0.875 [0.9,0.833333] precision 0.883824 [0.941176,0.8] precision 0.945833 [1,0.866667] predictive_accuracy 0.939394 predictive_accuracy 0.939394 predictive_accuracy 0.939394 predictive_accuracy 0.939394 predictive_accuracy 0.8125 predictive_accuracy 1 predictive_accuracy 0.875 predictive_accuracy 0.875 predictive_accuracy 0.875 predictive_accuracy 0.9375 prior_entropy 0.964522 prior_entropy 0.964522 prior_entropy 0.964522 prior_entropy 0.964522 prior_entropy 0.964522 prior_entropy 0.964522 prior_entropy 0.964522 prior_entropy 0.964522 prior_entropy 0.964522 prior_entropy 0.964522 recall 0.939394 [0.95,0.923077] recall 0.939394 [0.9,1] recall 0.939394 [0.95,0.923077] recall 0.939394 [0.95,0.923077] recall 0.8125 [0.7,1] recall 1 [1,1] recall 0.875 [0.95,0.75] recall 0.875 [0.9,0.833333] recall 0.875 [0.842105,0.923077] recall 0.9375 [0.894737,1] relative_absolute_error 0.133463 relative_absolute_error 0.133463 relative_absolute_error 0.133463 relative_absolute_error 0.133463 relative_absolute_error 0.401415 relative_absolute_error 0.0072 relative_absolute_error 0.27001 relative_absolute_error 0.27001 relative_absolute_error 0.266122 relative_absolute_error 0.136609 root_mean_prior_squared_error 0.488641 root_mean_prior_squared_error 0.488641 root_mean_prior_squared_error 0.488641 root_mean_prior_squared_error 0.488641 root_mean_prior_squared_error 0.484342 root_mean_prior_squared_error 0.484342 root_mean_prior_squared_error 0.484342 root_mean_prior_squared_error 0.484342 root_mean_prior_squared_error 0.491415 root_mean_prior_squared_error 0.491415 root_mean_squared_error 0.245365 root_mean_squared_error 0.245365 root_mean_squared_error 0.245365 root_mean_squared_error 0.245365 root_mean_squared_error 0.431551 root_mean_squared_error 0.003401 root_mean_squared_error 0.352365 root_mean_squared_error 0.352365 root_mean_squared_error 0.352365 root_mean_squared_error 0.249172 root_relative_squared_error 0.502137 root_relative_squared_error 0.502137 root_relative_squared_error 0.502137 root_relative_squared_error 0.502137 root_relative_squared_error 0.891004 root_relative_squared_error 0.007022 root_relative_squared_error 0.727513 root_relative_squared_error 0.727513 root_relative_squared_error 0.717042 root_relative_squared_error 0.507049 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 usercpu_time_millis 4120 usercpu_time_millis 3020 usercpu_time_millis 3140 usercpu_time_millis 2670 usercpu_time_millis 2630 usercpu_time_millis 2550 usercpu_time_millis 2540 usercpu_time_millis 2500 usercpu_time_millis 2470 usercpu_time_millis 2700 usercpu_time_millis_testing 2120 usercpu_time_millis_testing 1390 usercpu_time_millis_testing 1650 usercpu_time_millis_testing 1320 usercpu_time_millis_testing 1380 usercpu_time_millis_testing 1390 usercpu_time_millis_testing 1390 usercpu_time_millis_testing 1320 usercpu_time_millis_testing 1430 usercpu_time_millis_testing 1650 usercpu_time_millis_training 2000 usercpu_time_millis_training 1630 usercpu_time_millis_training 1490 usercpu_time_millis_training 1350 usercpu_time_millis_training 1250 usercpu_time_millis_training 1160 usercpu_time_millis_training 1150 usercpu_time_millis_training 1180 usercpu_time_millis_training 1040 usercpu_time_millis_training 1050