Options: -C 0.25 -M 2 === Classifier model (full training set) === J48 pruned tree ------------------ 202706_s_at <= 6.974309: normal (7.0) 202706_s_at > 6.974309: ATL (18.0) Number of Leaves : 2 Size of the tree : 3 Time taken to build model: 0.2 seconds Time taken to test model on training data: 0.19 seconds === Error on training data === Correctly Classified Instances 25 100 % Incorrectly Classified Instances 0 0 % Kappa statistic 1 Mean absolute error 0 Root mean squared error 0 Relative absolute error 0 % Root relative squared error 0 % 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: 0.4 seconds === Stratified cross-validation === Correctly Classified Instances 17 68 % Incorrectly Classified Instances 8 32 % Kappa statistic 0.2701 Mean absolute error 0.32 Root mean squared error 0.5657 Relative absolute error 77.2227 % Root relative squared error 125.2813 % Total Number of Instances 25 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,722 0,429 0,813 0,722 0,765 0,275 0,647 0,787 ATL 0,571 0,278 0,444 0,571 0,500 0,275 0,647 0,374 normal Weighted Avg. 0,680 0,386 0,709 0,680 0,691 0,275 0,647 0,671 === Confusion Matrix === a b <-- classified as 13 5 | a = ATL 3 4 | b = normal