Table 5 Result obtained from input dataset (images)
Digit class | Precision | Recall | F1 score | Test samples | |
|---|---|---|---|---|---|
0 | 95.16 | 98.20 | 96.65 | 500 | |
1 | 98.61 | 99.40 | 99.00 | 500 | |
2 | 83.39 | 92.40 | 87.67 | 500 | |
3 | 91.74 | 86.60 | 89.09 | 500 | |
4 | 97.53 | 94.80 | 96.15 | 500 | |
5 | 95.54 | 94.20 | 94.86 | 500 | |
6 | 95.66 | 97.00 | 96.33 | 500 | |
7 | 98.72 | 92.60 | 95.56 | 500 | |
8 | 99.40 | 98.60 | 99.00 | 500 | |
9 | 98.61 | 99.20 | 98.90 | 500 | |
Overall recognition accuracy (%) | 95.30 | ||||