Options: -C 0.25 -M 2 === Classifier model (full training set) === J48 pruned tree ------------------ 200608_s_at <= 6.897402: normal (10.0) 200608_s_at > 6.897402: RCC (10.0) Number of Leaves : 2 Size of the tree : 3 Time taken to build model: 0.23 seconds Time taken to test model on training data: 0.11 seconds === Error on training data === Correctly Classified Instances 20 100 % 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 20 === 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 normal 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 RCC Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 10 0 | a = normal 0 10 | b = RCC Time taken to perform cross-validation: 0.26 seconds === Stratified cross-validation === Correctly Classified Instances 9 45 % Incorrectly Classified Instances 11 55 % Kappa statistic -0.1 Mean absolute error 0.55 Root mean squared error 0.7416 Relative absolute error 109.2715 % Root relative squared error 147.1193 % Total Number of Instances 20 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,600 0,700 0,462 0,600 0,522 -0,105 0,450 0,477 normal 0,300 0,400 0,429 0,300 0,353 -0,105 0,450 0,479 RCC Weighted Avg. 0,450 0,550 0,445 0,450 0,437 -0,105 0,450 0,478 === Confusion Matrix === a b <-- classified as 6 4 | a = normal 7 3 | b = RCC