Table 7.
Precision, recall, and F1-score of the deep neural network based MNIST digit classification.
| Digit | Precision (%) | Recall (%) | F1-score (%) |
|---|---|---|---|
| 0 | 97.9 | 99.0 | 98.5 |
| 1 | 98.8 | 99.2 | 99.0 |
| 2 | 98.5 | 98.3 | 98.4 |
| 3 | 98.1 | 98.5 | 98.3 |
| 4 | 98.4 | 98.3 | 98.4 |
| 5 | 98.2 | 98.6 | 98.4 |
| 6 | 98.4 | 98.0 | 98.2 |
| 7 | 97.3 | 97.9 | 97.6 |
| 8 | 98.3 | 97.2 | 97.7 |
| 9 | 97.5 | 96.4 | 97.0 |
| Average | 98.1 | 98.1 | 98.1 |