=== 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: 2.02 seconds === Error on training data === Correctly Classified Instances 115 69.697 % Incorrectly Classified Instances 50 30.303 % Kappa statistic 0 Mean absolute error 0.4233 Root mean squared error 0.4596 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 165 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,697 1,000 0,821 ? 0,500 0,697 HCC 0,000 0,000 ? 0,000 ? ? 0,500 0,303 normal Weighted Avg. 0,697 0,697 ? 0,697 ? ? 0,500 0,578 === Confusion Matrix === a b <-- classified as 115 0 | a = HCC 50 0 | b = normal Time taken to perform cross-validation: 2.13 seconds === Stratified cross-validation === Correctly Classified Instances 115 69.697 % Incorrectly Classified Instances 50 30.303 % Kappa statistic 0 Mean absolute error 0.4239 Root mean squared error 0.4597 Relative absolute error 100 % Root relative squared error 100 % Total Number of Instances 165 === Detailed Accuracy By Class === TP Rate FP Rate Precision Recall F-Measure MCC ROC Area PRC Area Class 1,000 1,000 0,697 1,000 0,821 ? 0,490 0,693 HCC 0,000 0,000 ? 0,000 ? ? 0,490 0,299 normal Weighted Avg. 0,697 0,697 ? 0,697 ? ? 0,490 0,574 === Confusion Matrix === a b <-- classified as 115 0 | a = HCC 50 0 | b = normal