$ unzip data.zip # MNIST data
$ pip3 install -r ./requirements.txt # 3rd-party dependencies
$ python3 main.py| precision | recall | f1-score | support | |
|---|---|---|---|---|
| 0 | 0.96 | 1.00 | 0.98 | 980 |
| 1 | 0.95 | 1.00 | 0.98 | 1135 |
| 2 | 0.98 | 0.96 | 0.97 | 1032 |
| 3 | 0.96 | 0.97 | 0.97 | 1010 |
| 4 | 0.97 | 0.97 | 0.97 | 982 |
| 5 | 0.96 | 0.97 | 0.96 | 892 |
| 6 | 0.98 | 0.98 | 0.98 | 958 |
| 7 | 0.95 | 0.96 | 0.96 | 1028 |
| 8 | 0.99 | 0.93 | 0.96 | 974 |
| 9 | 0.97 | 0.95 | 0.96 | 1009 |
| accuracy | 0.97 | 10000 | ||
| macro avg | 0.97 | 0.97 | 0.97 | 10000 |
| weighted avg | 0.97 | 0.97 | 0.97 | 10000 |