Research Article
Automatic Gender Detection Based on Characteristics of Vocal Folds for Mobile Healthcare System
Table 7
Results of gender detection for existing and proposed systems with SNR of 10 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 (%) | 95.25 | 93.96 | 96.12 | 96.55 | AUC | 0.9612 | 0.9732 | 0.9721 | 1 |
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