Table 3.
Iterationa | Validation accuracy (%) (N=31) | Test accuracy (%) (N=61) |
First iteration | 87.1 | 83.6 |
Second iteration | 80.6 | 80.3 |
Third iteration | 80.6 | 82.0 |
Fourth iteration | 83.9 | 78.7 |
Fifth iteration | 83.9 | 83.6 |
Average | 83.2 | 81.6 |
aIn each iteration, our network was trained using the rest of the validation and test dataset (213 training images).