Two Classifiers Based on Serum Peptide Pattern for Prediction of HBV-Induced Liver Cirrhosis Using MALDI-TOF MS

Table 3

Comparison of performance via tenfold cross-validation.

Classifiers	TP	TN	FP	FN	ACC (%)	SE (%)	SP (%)
LC-NB	19	57	2	3	93.8	86.4	96.6
LC-MLP	21	58	1	1	97.5	95.5	98.3
LC-SVM	16	57	2	6	90.1	72.7	96.6
LC-DT	15	55	4	7	86.4	68.2	92.7
LC-CART	13	56	3	9	85.2	59.1	94.9