Time taken to test model on training data: 1.94 seconds === Error on training data === Correctly Classified Instances 165 100 % 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 165 === 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 115 0 | a = HCC 0 50 | b = normal Time taken to perform cross-validation: 3.85 seconds === Stratified cross-validation === Correctly Classified Instances 158 95.7576 % Incorrectly Classified Instances 7 4.2424 % Kappa statistic 0.9012 Mean absolute error 0.0424 Root mean squared error 0.206 Relative absolute error 10.0089 % Root relative squared error 44.8076 % Total Number of Instances 165 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,957 0,040 0,982 0,957 0,969 0,902 0,958 0,970 HCC 0,960 0,043 0,906 0,960 0,932 0,902 0,958 0,882 normal Weighted Avg. 0,958 0,041 0,959 0,958 0,958 0,902 0,958 0,943 === Confusion Matrix === a b <-- classified as 110 5 | a = HCC 2 48 | b = normal