Options: -C 0.25 -M 2 === Classifier model (full training set) === J48 pruned tree ------------------ 200695_at <= 8.530398: normal (18.0) 200695_at > 8.530398: HCC (18.0) Number of Leaves : 2 Size of the tree : 3 Time taken to build model: 0.26 seconds Time taken to test model on training data: 0.2 seconds === Error on training data === Correctly Classified Instances 36 100 % 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 36 === 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 HCC 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 = normal 0 18 | b = HCC Time taken to perform cross-validation: 0.44 seconds === Stratified cross-validation === Correctly Classified Instances 29 80.5556 % Incorrectly Classified Instances 7 19.4444 % Kappa statistic 0.6111 Mean absolute error 0.1944 Root mean squared error 0.441 Relative absolute error 38.8889 % Root relative squared error 88.1917 % Total Number of Instances 36 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,722 0,111 0,867 0,722 0,788 0,620 0,806 0,765 normal 0,889 0,278 0,762 0,889 0,821 0,620 0,806 0,733 HCC Weighted Avg. 0,806 0,194 0,814 0,806 0,804 0,620 0,806 0,749 === Confusion Matrix === a b <-- classified as 13 5 | a = normal 2 16 | b = HCC