- Epoch: 10
- Optimizer: Adam
- Learning Rate: 10e-3
- Augmentation: Random Horizontal and Vertical Flip
Result:
Metric | Train | Validation | Test |
---|---|---|---|
Loss | 0.29818 | 0.34164 | 0.3223 |
Accuracy (Macro) | 0.89413 | 0.87473 | 0.86351 |
Accuracy (Micro) | 0.90601 | 0.88515 | 0.88538 |
Accuracy (Weighted) | 0.90601 | 0.88515 | 0.88538 |
F1 (Macro) | 0.89576 | 0.87189 | 0.8632 |
F1 (Micro) | 0.90601 | 0.88515 | 0.88538 |
F1 (Weighted) | 0.90581 | 0.88571 | 0.88556 |
Precision (Macro) | 0.89771 | 0.87115 | 0.86314 |
Precision (Micro) | 0.90601 | 0.88515 | 0.88538 |
Precision (Weighted) | 0.9059 | 0.88785 | 0.88599 |
Recall (Macro) | 0.89413 | 0.87473 | 0.86351 |
Recall (Micro) | 0.90601 | 0.88515 | 0.88538 |
Recall (Weighted) | 0.90601 | 0.88515 | 0.88538 |
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