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: 0.85 seconds Time taken to test model on training data: 1.7 seconds === Error on training data === Correctly Classified Instances 71 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0.0137 Root mean squared error 0.0137 Relative absolute error 3.2704 % Root relative squared error 3.0013 % 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: 1.95 seconds === Stratified cross-validation === Correctly Classified Instances 70 98.5915 % Incorrectly Classified Instances 1 1.4085 % Kappa statistic 0.9667 Mean absolute error 0.0338 Root mean squared error 0.118 Relative absolute error 8.0463 % Root relative squared error 25.8558 % Total Number of Instances 71 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,980 0,000 1,000 0,980 0,990 0,967 0,983 0,994 ATL 1,000 0,020 0,955 1,000 0,977 0,967 0,983 0,928 normal Weighted Avg. 0,986 0,006 0,987 0,986 0,986 0,967 0,983 0,975 === Confusion Matrix === a b <-- classified as 49 1 | a = ATL 0 21 | b = normal