Time taken to test model on training data: 1.91 seconds === Error on training data === Correctly Classified Instances 357 100 % 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 357 === 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 181 0 | a = HCC 0 176 | b = normal Time taken to perform cross-validation: 4.09 seconds === Stratified cross-validation === Correctly Classified Instances 345 96.6387 % Incorrectly Classified Instances 12 3.3613 % Kappa statistic 0.9328 Mean absolute error 0.0336 Root mean squared error 0.1833 Relative absolute error 6.7238 % Root relative squared error 36.6701 % Total Number of Instances 357 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,950 0,017 0,983 0,950 0,966 0,933 0,967 0,959 HCC 0,983 0,050 0,951 0,983 0,966 0,933 0,967 0,943 normal Weighted Avg. 0,966 0,033 0,967 0,966 0,966 0,933 0,967 0,951 === Confusion Matrix === a b <-- classified as 172 9 | a = HCC 3 173 | b = normal