=== Classifier model (full training set) === ZeroR predicts class value: ATL Time taken to build model: 0.01 seconds Time taken to test model on training data: 0.14 seconds === Error on training data === Correctly Classified Instances 18 72 % Incorrectly Classified Instances 7 28 % Kappa statistic 0 Mean absolute error 0.4104 Root mean squared error 0.4493 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 25 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,720 1,000 0,837 ? 0,500 0,720 ATL 0,000 0,000 ? 0,000 ? ? 0,500 0,280 normal Weighted Avg. 0,720 0,720 ? 0,720 ? ? 0,500 0,597 === Confusion Matrix === a b <-- classified as 18 0 | a = ATL 7 0 | b = normal Time taken to perform cross-validation: 0.2 seconds === Stratified cross-validation === Correctly Classified Instances 18 72 % Incorrectly Classified Instances 7 28 % Kappa statistic 0 Mean absolute error 0.4144 Root mean squared error 0.4515 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 25 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,720 1,000 0,837 ? 0,452 0,702 ATL 0,000 0,000 ? 0,000 ? ? 0,452 0,263 normal Weighted Avg. 0,720 0,720 ? 0,720 ? ? 0,452 0,579 === Confusion Matrix === a b <-- classified as 18 0 | a = ATL 7 0 | b = normal