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README.md
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@@ -65,3 +65,17 @@ The following hyperparameters were used during training:
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- weight_decay: 0.001
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- num_epochs: 8
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- weight_decay: 0.001
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- num_epochs: 8
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### Training results
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| Epoch | Training Loss | Validation Loss | Precision | Recall | F1 | Accuracy |
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|:-----:|:-------------:|:---------------:|:---------:|:-------:|:-------:|:--------:|
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| 1 | 0.004500 | 0.271499 | 0.854365 | 0.868107| 0.861181| 0.971268 |
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| 2 | 0.004000 | 0.283811 | 0.839605 | 0.840763| 0.840184| 0.966170 |
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| 3 | 0.003900 | 0.261076 | 0.849651 | 0.867417| 0.858442| 0.970664 |
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| 4 | 0.002600 | 0.277270 | 0.858379 | 0.866268| 0.862306| 0.971702 |
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| 5 | 0.002000 | 0.270548 | 0.859149 | 0.871783| 0.865420| 0.971563 |
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| 6 | 0.001800 | 0.279797 | 0.857305 | 0.868336| 0.862785| 0.971609 |
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| 7 | 0.001800 | 0.281091 | 0.857467 | 0.868107| 0.862754| 0.971966 |
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| 8 | 0.001100 | 0.284128 | 0.861199 | 0.871094| 0.866118| 0.972756 |
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