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 |