Research Article

The Reliability of Classification of Terminal Nodes in GUIDE Decision Tree to Predict the Nonalcoholic Fatty Liver Disease

Table 2

Cross tabulation of the observed and predicted NAFLD of the classification tree for training and test sample unequal misclassification cost.

ObservedPredicted
Training sampleTest sample
YesNoTotalYesNoTotal

Yes197 (74%)71 (26%)26866 (73%)24 (27%)90
No144 (17%)708 (83%)85294 (24%)296 (76%)390
Total3417791120160320480

Diagnosis accuracy81%75%