Table 4 Performance metrics for the CNN model.
Epoch | Test accuracy (%) | Validation accuracy (%) | The absolute variance between test and validation accuracy | Time required for each step (ms/step) |
---|---|---|---|---|
1 | 66.53 | 76.46 | 9.93 | 12 |
5 | 79.23 | 78.95 | 0.28 | 9 |
10 | 76.08 | 76.94 | 0.86 | 9 |
15 | 58.83 | 65.77 | 6.94 | 9 |
20 | 69.35 | 64.28 | 5.07 | 9 |
25 | 60.89 | 58.34 | 2.55 | 9 |