Time taken to test model on training data: 0.7 seconds === Error on training data === Correctly Classified Instances 76 100 % 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 76 === 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 64 0 | a = HCC 0 12 | b = normal Time taken to perform cross-validation: 1.36 seconds === Stratified cross-validation === Correctly Classified Instances 75 98.6842 % Incorrectly Classified Instances 1 1.3158 % Kappa statistic 0.9488 Mean absolute error 0.0132 Root mean squared error 0.1147 Relative absolute error 4.7872 % Root relative squared error 31.4362 % Total Number of Instances 76 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,083 0,985 1,000 0,992 0,950 0,958 0,985 HCC 0,917 0,000 1,000 0,917 0,957 0,950 0,958 0,930 normal Weighted Avg. 0,987 0,070 0,987 0,987 0,987 0,950 0,958 0,976 === Confusion Matrix === a b <-- classified as 64 0 | a = HCC 1 11 | b = normal