Options: -C 0.25 -M 2 === Classifier model (full training set) === J48 pruned tree ------------------ 216259_at <= 3.364139: HCC (22.0) 216259_at > 3.364139: normal (19.0) Number of Leaves : 2 Size of the tree : 3 Time taken to build model: 0.35 seconds Time taken to test model on training data: 0.21 seconds === Error on training data === Correctly Classified Instances 41 100 % 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 41 === 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 HCC 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 22 0 | a = HCC 0 19 | b = normal Time taken to perform cross-validation: 0.6 seconds === Stratified cross-validation === Correctly Classified Instances 40 97.561 % Incorrectly Classified Instances 1 2.439 % Kappa statistic 0.9511 Mean absolute error 0.0244 Root mean squared error 0.1562 Relative absolute error 4.8942 % Root relative squared error 31.2527 % Total Number of Instances 41 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,955 0,000 1,000 0,955 0,977 0,952 0,977 0,979 HCC 1,000 0,045 0,950 1,000 0,974 0,952 0,977 0,950 normal Weighted Avg. 0,976 0,021 0,977 0,976 0,976 0,952 0,977 0,966 === Confusion Matrix === a b <-- classified as 21 1 | a = HCC 0 19 | b = normal