Time taken to test model on training data: 0.92 seconds === Error on training data === Correctly Classified Instances 75 100 % 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 75 === 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 39 0 | a = HCC 0 36 | b = normal Time taken to perform cross-validation: 1.68 seconds === Stratified cross-validation === Correctly Classified Instances 72 96 % Incorrectly Classified Instances 3 4 % Kappa statistic 0.9201 Mean absolute error 0.04 Root mean squared error 0.2 Relative absolute error 8.0123 % Root relative squared error 40.032 % Total Number of Instances 75 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,923 0,000 1,000 0,923 0,960 0,923 0,962 0,963 HCC 1,000 0,077 0,923 1,000 0,960 0,923 0,962 0,923 normal Weighted Avg. 0,960 0,037 0,963 0,960 0,960 0,923 0,962 0,944 === Confusion Matrix === a b <-- classified as 36 3 | a = HCC 0 36 | b = normal