=== Classifier model (full training set) === ZeroR predicts class value: HCC Time taken to build model: 0.02 seconds Time taken to test model on training data: 1.83 seconds === Error on training data === Correctly Classified Instances 181 50.7003 % Incorrectly Classified Instances 176 49.2997 % Kappa statistic 0 Mean absolute error 0.4999 Root mean squared error 0.5 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 357 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,507 1,000 0,673 ? 0,500 0,507 HCC 0,000 0,000 ? 0,000 ? ? 0,500 0,493 normal Weighted Avg. 0,507 0,507 ? 0,507 ? ? 0,500 0,500 === Confusion Matrix === a b <-- classified as 181 0 | a = HCC 176 0 | b = normal Time taken to perform cross-validation: 1.92 seconds === Stratified cross-validation === Correctly Classified Instances 181 50.7003 % Incorrectly Classified Instances 176 49.2997 % Kappa statistic 0 Mean absolute error 0.4999 Root mean squared error 0.5 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 357 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,507 1,000 0,673 ? 0,496 0,505 HCC 0,000 0,000 ? 0,000 ? ? 0,496 0,491 normal Weighted Avg. 0,507 0,507 ? 0,507 ? ? 0,496 0,498 === Confusion Matrix === a b <-- classified as 181 0 | a = HCC 176 0 | b = normal