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

Table 1

Cross tabulation of the observed and predicted NAFLD of the classification tree for training and test sample and the measures of evaluating the classification tree with equal misclassification cost.

Observed	Predicted
	Training sample			Test sample
	Yes	No	Total	Yes	No	Total
Yes	157 (59%)	111 (41%)	268	43 (48%)	47 (52%)	90
No	58 (7%)	794 (93%)	852	42 (11%)	348 (89%)	390
Total	215	905	1120	85	395	480
Diagnosis accuracy	85%			81%