Options: -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A "weka.core.EuclideanDistance -R first-last"" === Classifier model (full training set) === IB1 instance-based classifier using 1 nearest neighbour(s) for classification Time taken to build model: 0.34 seconds Time taken to test model on training data: 0.26 seconds === Error on training data === Correctly Classified Instances 25 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.037 Root mean squared error 0.037 Relative absolute error 9.0253 % Root relative squared error 8.2434 % 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 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 18 0 | a = ATL 0 7 | b = normal Time taken to perform cross-validation: 0.28 seconds === Stratified cross-validation === Correctly Classified Instances 23 92 % Incorrectly Classified Instances 2 8 % Kappa statistic 0.8016 Mean absolute error 0.125 Root mean squared error 0.2724 Relative absolute error 30.1722 % Root relative squared error 60.339 % Total Number of Instances 25 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,944 0,143 0,944 0,944 0,944 0,802 0,937 0,966 ATL 0,857 0,056 0,857 0,857 0,857 0,802 0,937 0,773 normal Weighted Avg. 0,920 0,118 0,920 0,920 0,920 0,802 0,937 0,912 === Confusion Matrix === a b <-- classified as 17 1 | a = ATL 1 6 | b = normal