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license: mit |
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# ESM-2 QLoRA for Binding Sites Prediction |
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## Testing for Overfitting |
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```python |
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Train metrics: |
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{'eval_loss': 0.17861589789390564, |
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'eval_accuracy': 0.9336392007583741, |
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'eval_precision': 0.24007189695313816, |
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'eval_recall': 0.9234520216135872, |
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'eval_f1': 0.38107489676203077, |
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'eval_auc': 0.9286608447868842, |
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'eval_mcc': 0.4519203165484902} |
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Test metrics: |
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{'eval_loss': 0.2265990674495697, |
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'eval_accuracy': 0.913988661430497, |
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'eval_precision': 0.1725452162312655, |
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'eval_recall': 0.8272126203209694, |
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'eval_f1': 0.28553230637278637, |
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'eval_auc': 0.8715212375759034, |
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'eval_mcc': 0.3539008454498742 |
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``` |
