Table 2.
The Precision, Recall and F1-score of Adam.
| Fashion-MNIST dataset | ||||
|---|---|---|---|---|
| Classes | Precision | Recall | F1-score | Support |
| Class 1 | 0.83 | 0.78 | 0.80 | 1000 |
| Class 2 | 0.98 | 0.96 | 0.97 | 1000 |
| Class 3 | 0.81 | 0.80 | 0.80 | 1000 |
| Class 4 | 0.84 | 0.87 | 0.86 | 1000 |
| Class 5 | 0.71 | 0.88 | 0.78 | 1000 |
| Class 6 | 0.98 | 0.93 | 0.95 | 1000 |
| Class 7 | 0.71 | 0.56 | 0.63 | 1000 |
| Class 8 | 0.91 | 0.97 | 0.94 | 1000 |
| Class 9 | 0.94 | 0.97 | 0.96 | 1000 |
| Class 10 | 0.95 | 0.94 | 0.95 | 1000 |
| Accuracy | 0.87 | 10,000 | ||
| Macro avg | 0.87 | 0.87 | 0.86 | 10,000 |
| Weighted avg | 0.87 | 0.87 | 0.86 | 10,000 |