Time taken to test model on training data: 0.27 seconds === Error on training data === Correctly Classified Instances 48 100 % 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 48 === 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 heptocarcinoma Weighted Avg. 1,000 0,000 1,000 1,000 1,000 1,000 1,000 1,000 === Confusion Matrix === a b <-- classified as 24 0 | a = normal 0 24 | b = heptocarcinoma Time taken to perform cross-validation: 0.71 seconds === Stratified cross-validation === Correctly Classified Instances 44 91.6667 % Incorrectly Classified Instances 4 8.3333 % Kappa statistic 0.8333 Mean absolute error 0.0833 Root mean squared error 0.2887 Relative absolute error 16.6667 % Root relative squared error 57.735 % Total Number of Instances 48 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 0,167 0,857 1,000 0,923 0,845 0,917 0,857 normal 0,833 0,000 1,000 0,833 0,909 0,845 0,917 0,917 heptocarcinoma Weighted Avg. 0,917 0,083 0,929 0,917 0,916 0,845 0,917 0,887 === Confusion Matrix === a b <-- classified as 24 0 | a = normal 4 20 | b = heptocarcinoma