Table 3 Classification results of DMCE-Net with different number of layers on the AHE Dataset
Category | DMCE-Net (k = 1,2,3,4) | DMCE-Net (k = 1,2,3) | DMCE-Net (k = 2,3) |
|---|---|---|---|
1 | 96.63 ± 0.013 | 96.25 ± 0.017 | 94.79 ± 0.017 |
2 | 87.47 ± 0.032 | 83.69 ± 0.035 | 77.29 ± 0.048 |
3 | 90.45 ± 0.018 | 86.65 ± 0.026 | 76.62 ± 0.025 |
4 | 96.04 ± 0.009 | 94.26 ± 0.011 | 90.16 ± 0.014 |
5 | 97.82 ± 0.013 | 96.07 ± 0.017 | 94.36 ± 0.020 |
6 | 96.77 ± 0.016 | 93.61 ± 0.017 | 89.00 ± 0.021 |
7 | 83.75 ± 0.046 | 76.20 ± 0.042 | 70.05 ± 0.058 |
8 | 97.10 ± 0.010 | 95.64 ± 0.011 | 93.13 ± 0.017 |
9 | 89.34 ± 0.045 | 86.39 ± 0.042 | 81.08 ± 0.038 |
10 | 98.69 ± 0.008 | 98.33 ± 0.011 | 97.67 ± 0.012 |
11 | 96.85 ± 0.013 | 95.98 ± 0.012 | 93.97 ± 0.017 |
total | 95.27 ± 0.004 | 93.04 ± 0.005 | 89.20 ± 0.007 |
