=== 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: 0.27 seconds === Error on training data === Correctly Classified Instances 22 53.6585 % Incorrectly Classified Instances 19 46.3415 % Kappa statistic 0 Mean absolute error 0.4974 Root mean squared error 0.4987 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 41 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,537 1,000 0,698 ? 0,500 0,537 HCC 0,000 0,000 ? 0,000 ? ? 0,500 0,463 normal Weighted Avg. 0,537 0,537 ? 0,537 ? ? 0,500 0,503 === Confusion Matrix === a b <-- classified as 22 0 | a = HCC 19 0 | b = normal Time taken to perform cross-validation: 0.28 seconds === Stratified cross-validation === Correctly Classified Instances 22 53.6585 % Incorrectly Classified Instances 19 46.3415 % Kappa statistic 0 Mean absolute error 0.4983 Root mean squared error 0.4997 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 41 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,537 1,000 0,698 ? 0,468 0,519 HCC 0,000 0,000 ? 0,000 ? ? 0,468 0,446 normal Weighted Avg. 0,537 0,537 ? 0,537 ? ? 0,468 0,485 === Confusion Matrix === a b <-- classified as 22 0 | a = HCC 19 0 | b = normal