Table 8 Result obtained from dataset D3 (ResNet-50)
Digit class | Precision | Recall | F1 score | Test samples | |
|---|---|---|---|---|---|
0 | 100.00 | 99.60 | 99.80 | 500 | |
1 | 98.59 | 98.00 | 98.29 | 500 | |
2 | 94.72 | 96.80 | 95.75 | 500 | |
3 | 96.95 | 95.40 | 96.17 | 500 | |
4 | 97.43 | 98.60 | 98.01 | 500 | |
5 | 97.80 | 97.60 | 97.70 | 500 | |
6 | 95.10 | 97.00 | 96.04 | 500 | |
7 | 98.60 | 98.40 | 98.50 | 500 | |
8 | 98.40 | 98.20 | 98.30 | 500 | |
9 | 97.55 | 95.40 | 96.46 | 500 | |
Overall recognition accuracy (%) | 97.50 | ||||