Table 8.
Network | Dataset | Acc(%) | Sen(%) | Spe(%) | Ppr(%) |
---|---|---|---|---|---|
The proposed CNN | Denoising | 97.41 | 97.05 | 99.35 | 97.21 |
Raw | 97.02 | 96.57 | 99.25 | 96.84 | |
Random Forest | Denoising | 95.72 | 95.01 | 98.92 | 95.58 |
Raw | 95.08 | 94.50 | 98.81 | 95.09 | |
BP | Denoising | 87.25 | 85.51 | 96.77 | 87.33 |
Raw | 85.98 | 84.94 | 96.46 | 85.14 | |
Acharya et al. (2017b) | Denoising | 94.07 | 93.17 | 98.51 | 93.67 |
Raw | 93.22 | 92.23 | 98.30 | 92.79 |