An MLP Classifier for Prediction of HBV-Induced Liver Cirrhosis Using Routinely Available Clinical Parameters

Table 3

Comparison of performance via 10-fold cross-validation on the training set.

Classifiers	TP	TN	FP	FN	ACC (%)	SE (%)	SP (%)	AUC
MLP	50	45	13	12	82.2	80.6	77.6	0.900^a
NB	42	51	7	20	77.5	67.7	87.9	0.831

^a𝑃<0.05 when compared between MLP and NB.