Time taken to test model on training data: 0.25 seconds === Error on training data === Correctly Classified Instances 36 100 % 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 36 === 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 18 0 | a = normal 0 18 | b = HCC Time taken to perform cross-validation: 0.51 seconds === Stratified cross-validation === Correctly Classified Instances 35 97.2222 % Incorrectly Classified Instances 1 2.7778 % Kappa statistic 0.9444 Mean absolute error 0.0278 Root mean squared error 0.1667 Relative absolute error 5.5556 % Root relative squared error 33.3333 % Total Number of Instances 36 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,056 0,947 1,000 0,973 0,946 0,972 0,947 normal 0,944 0,000 1,000 0,944 0,971 0,946 0,972 0,972 HCC Weighted Avg. 0,972 0,028 0,974 0,972 0,972 0,946 0,972 0,960 === Confusion Matrix === a b <-- classified as 18 0 | a = normal 1 17 | b = HCC