Time taken to test model on training data: 0.11 seconds === Error on training data === Correctly Classified Instances 12 100 % 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 12 === 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 hepatocellular_carcinoma 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 6 0 | a = hepatocellular_carcinoma 0 6 | b = normal Time taken to perform cross-validation: 0.38 seconds === Stratified cross-validation === Correctly Classified Instances 10 83.3333 % Incorrectly Classified Instances 2 16.6667 % Kappa statistic 0.6667 Mean absolute error 0.1667 Root mean squared error 0.4082 Relative absolute error 33.3333 % Root relative squared error 81.6497 % Total Number of Instances 12 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 0,667 0,000 1,000 0,667 0,800 0,707 0,833 0,833 hepatocellular_carcinoma 1,000 0,333 0,750 1,000 0,857 0,707 0,833 0,750 normal Weighted Avg. 0,833 0,167 0,875 0,833 0,829 0,707 0,833 0,792 === Confusion Matrix === a b <-- classified as 4 2 | a = hepatocellular_carcinoma 0 6 | b = normal