Table 2.

Sensitivity, specificity and AUC of diagnostic classification test.

	Conventional Model			Proposed Model
	Sensitivity	Specificity	AUC	Sensitivity	Specificity	AUC
Seg.1	0.85	0.26	0.27	0.58	0.71	0.72
Seg.2	0.60	0.34	0.57	0.52	0.31	0.64
Seg.3	0.59	0.20	0.61	0.46	0.34	0.68
Seg.4	0.83	0.29	0.55	0.68	0.80	0.79
Seg.5	0.85	0.31	0.63	0.69	0.74	0.77
Seg.6	0.85	0.31	0.63	0.64	0.80	0.75
Seg.7	0.96	0.14	0.65	0.58	0.66	0.67
Seg.8	0.85	0.31	0.71	0.43	0.34	0.65
Seg.9	0.87	0.31	0.55	0.44	0.34	0.65
Seg.10	0.96	0.29	0.66	0.56	0.69	0.67
Seg.11	0.94	0.31	0.75	0.58	0.69	0.68
Seg.12	0.96	0.20	0.65	0.57	0.69	0.66
Mean	$0.84\pm 0.12$	$0.27\pm 0.06$	$0.60\pm 0.12$	$0.56\pm 0.08$	$0.59\pm 0.19$	$0.69\pm 0.05$