=== 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: 0.87 seconds === Error on training data === Correctly Classified Instances 39 52 % Incorrectly Classified Instances 36 48 % Kappa statistic 0 Mean absolute error 0.4992 Root mean squared error 0.4996 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 75 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,520 1,000 0,684 ? 0,500 0,520 HCC 0,000 0,000 ? 0,000 ? ? 0,500 0,480 normal Weighted Avg. 0,520 0,520 ? 0,520 ? ? 0,500 0,501 === Confusion Matrix === a b <-- classified as 39 0 | a = HCC 36 0 | b = normal Time taken to perform cross-validation: 0.93 seconds === Stratified cross-validation === Correctly Classified Instances 39 52 % Incorrectly Classified Instances 36 48 % Kappa statistic 0 Mean absolute error 0.4992 Root mean squared error 0.4996 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 75 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,520 1,000 0,684 ? 0,500 0,520 HCC 0,000 0,000 ? 0,000 ? ? 0,500 0,480 normal Weighted Avg. 0,520 0,520 ? 0,520 ? ? 0,500 0,501 === Confusion Matrix === a b <-- classified as 39 0 | a = HCC 36 0 | b = normal