Options: -C 0.25 -M 2 === Classifier model (full training set) === J48 pruned tree ------------------ 210549_s_at <= 3.690537: HCC (81.0) 210549_s_at > 3.690537: normal (10.0) Number of Leaves : 2 Size of the tree : 3 Time taken to build model: 0.81 seconds Time taken to test model on training data: 1.15 seconds === Error on training data === Correctly Classified Instances 91 100 % 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 91 === 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 10 0 | a = normal 0 81 | b = HCC Time taken to perform cross-validation: 2.51 seconds === Stratified cross-validation === Correctly Classified Instances 81 89.011 % Incorrectly Classified Instances 10 10.989 % Kappa statistic 0.5552 Mean absolute error 0.1099 Root mean squared error 0.3315 Relative absolute error 53.4988 % Root relative squared error 105.7883 % Total Number of Instances 91 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,800 0,099 0,500 0,800 0,615 0,576 0,851 0,422 normal 0,901 0,200 0,973 0,901 0,936 0,576 0,851 0,965 HCC Weighted Avg. 0,890 0,189 0,921 0,890 0,901 0,576 0,851 0,905 === Confusion Matrix === a b <-- classified as 8 2 | a = normal 8 73 | b = HCC