=== Classifier model (full training set) === ZeroR predicts class value: ATL Time taken to build model: 0.02 seconds Time taken to test model on training data: 0.6 seconds === Error on training data === Correctly Classified Instances 50 70.4225 % Incorrectly Classified Instances 21 29.5775 % Kappa statistic 0 Mean absolute error 0.4189 Root mean squared error 0.4564 Relative absolute error 100 % Root relative squared error 100 % 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 1,000 0,704 1,000 0,826 ? 0,500 0,704 ATL 0,000 0,000 ? 0,000 ? ? 0,500 0,296 normal Weighted Avg. 0,704 0,704 ? 0,704 ? ? 0,500 0,583 === Confusion Matrix === a b <-- classified as 50 0 | a = ATL 21 0 | b = normal Time taken to perform cross-validation: 0.61 seconds === Stratified cross-validation === Correctly Classified Instances 50 70.4225 % Incorrectly Classified Instances 21 29.5775 % Kappa statistic 0 Mean absolute error 0.42 Root mean squared error 0.4565 Relative absolute error 100 % Root relative squared error 100 % 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 1,000 0,704 1,000 0,826 ? 0,493 0,701 ATL 0,000 0,000 ? 0,000 ? ? 0,493 0,293 normal Weighted Avg. 0,704 0,704 ? 0,704 ? ? 0,493 0,581 === Confusion Matrix === a b <-- classified as 50 0 | a = ATL 21 0 | b = normal