Options: -P 100 -I 100 -num-slots 1 -K 0 -M 1.0 -V 0.001 -S 1 === Classifier model (full training set) === RandomForest Bagging with 100 iterations and base learner weka.classifiers.trees.RandomTree -K 0 -M 1.0 -V 0.001 -S 1 -do-not-check-capabilities Time taken to build model: 2.36 seconds Time taken to test model on training data: 0.57 seconds === Error on training data === Correctly Classified Instances 71 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0346 Root mean squared error 0.0444 Relative absolute error 8.2718 % Root relative squared error 9.7289 % Total Number of Instances 71 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 ATL 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 50 0 | a = ATL 0 21 | b = normal Time taken to perform cross-validation: 7.18 seconds === Stratified cross-validation === Correctly Classified Instances 71 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.1248 Root mean squared error 0.1497 Relative absolute error 29.7092 % Root relative squared error 32.797 % Total Number of Instances 71 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 ATL 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 normal Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 50 0 | a = ATL 0 21 | b = normal