=== Classifier model (full training set) === ZeroR predicts class value: HCC Time taken to build model: 0.01 seconds Time taken to test model on training data: 0.64 seconds === Error on training data === Correctly Classified Instances 64 84.2105 % Incorrectly Classified Instances 12 15.7895 % Kappa statistic 0 Mean absolute error 0.2719 Root mean squared error 0.3647 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 76 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,842 1,000 0,914 ? 0,500 0,842 HCC 0,000 0,000 ? 0,000 ? ? 0,500 0,158 normal Weighted Avg. 0,842 0,842 ? 0,842 ? ? 0,500 0,734 === Confusion Matrix === a b <-- classified as 64 0 | a = HCC 12 0 | b = normal Time taken to perform cross-validation: 0.74 seconds === Stratified cross-validation === Correctly Classified Instances 64 84.2105 % Incorrectly Classified Instances 12 15.7895 % Kappa statistic 0 Mean absolute error 0.2749 Root mean squared error 0.3649 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 76 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,842 1,000 0,914 ? 0,495 0,841 HCC 0,000 0,000 ? 0,000 ? ? 0,495 0,157 normal Weighted Avg. 0,842 0,842 ? 0,842 ? ? 0,495 0,733 === Confusion Matrix === a b <-- classified as 64 0 | a = HCC 12 0 | b = normal