Table 7 Result obtained from dataset D2 (VGG-19Net)
Digit class | Precision | Recall | F1 score | Test samples | |
|---|---|---|---|---|---|
0 | 99.60 | 99.60 | 99.60 | 500 | |
1 | 97.60 | 97.80 | 97.70 | 500 | |
2 | 94.29 | 92.40 | 93.33 | 500 | |
3 | 94.25 | 95.00 | 94.62 | 500 | |
4 | 98.02 | 99.20 | 98.61 | 500 | |
5 | 98.59 | 97.80 | 98.19 | 500 | |
6 | 95.83 | 96.60 | 96.22 | 500 | |
7 | 98.41 | 98.80 | 98.60 | 500 | |
8 | 99.20 | 98.60 | 98.90 | 500 | |
9 | 96.00 | 96.00 | 96.00 | 500 | |
Overall recognition accuracy (%) | 97.18 | ||||