Table 7 Comparison of CNNs with the different number of cells.
Model | Parameter size (MB) | Training accuracy (%) | Validation accuracy (%) | Test accuracy (%) |
|---|---|---|---|---|
2 cells | 0.197 | 99.672 | 99.954 | 99.969 |
3 cells | 0.232 | 99.583 | 99.956 | 100.000 |
4 cells | 0.589 | 99.469 | 99.957 | 99.968 |
5 cells | 0.706 | 99.469 | 99.956 | 100.000 |
6 cells | 0.737 | 98.491 | 100.000 | 99.937 |
Base CNN | 9.677 | 98.491 | 100.000 | 99.937 |
