Table 9 Result obtained from dataset D4 (Inception-v3)
Digit class | Precision | Recall | F1 score | Test samples | |
|---|---|---|---|---|---|
0 | 100.00 | 99.60 | 99.80 | 500 | |
1 | 98.38 | 97.40 | 97.89 | 500 | |
2 | 94.12 | 96.00 | 95.05 | 500 | |
3 | 98.15 | 95.60 | 96.86 | 500 | |
4 | 97.44 | 98.80 | 98.11 | 500 | |
5 | 97.81 | 98.20 | 98.00 | 500 | |
6 | 95.88 | 97.80 | 96.83 | 500 | |
7 | 98.80 | 98.80 | 98.80 | 500 | |
8 | 98.59 | 98.20 | 98.40 | 500 | |
9 | 97.16 | 95.80 | 96.48 | 500 | |
Overall recognition accuracy (%) | 97.62 | ||||