Table 6 Result obtained from dataset D1 (VGG-16Net)
Digit class | Precision | Recall | F1 score | Test samples | |
|---|---|---|---|---|---|
0 | 99.20 | 99.60 | 99.40 | 500 | |
1 | 98.99 | 98.40 | 98.70 | 500 | |
2 | 94.07 | 95.20 | 94.63 | 500 | |
3 | 96.28 | 93.20 | 94.72 | 500 | |
4 | 98.39 | 98.00 | 98.20 | 500 | |
5 | 97.60 | 97.60 | 97.60 | 500 | |
6 | 95.69 | 97.60 | 96.63 | 500 | |
7 | 96.62 | 97.20 | 96.91 | 500 | |
8 | 98.20 | 98.40 | 98.30 | 500 | |
9 | 97.39 | 97.20 | 97.30 | 500 | |
Overall recognition accuracy (%) | 97.24 | ||||