Automatic Gender Detection Based on Characteristics of Vocal Folds for Mobile Healthcare System

Table 8

Results of gender detection for existing and proposed systems with SNR of 0 db.

Performance measures	Existing system			Proposed system
	4 Gaussians	8 Gaussians	16 Gaussians
TP (%)	89.37	97.13	96.84	100.00
TN (%)	83.33	89.66	91.09	89.65
FP (%)	16.67	10.34	8.91	10.34
FN (%)	10.63	2.87	3.16	0.00
SE	0.89	0.97	0.97	1.00
SP	0.83	0.90	0.91	0.90
ACC (%)	86.35	93.39	93.96	94.82
AUC	0.8867	0.9645	0.9609	0.9893