AmelieSchreiber
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README.md
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@@ -37,4 +37,26 @@ Test (epoch 1):
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The metrics on the datasets [mentioned here](https://github.com/hamzagamouh/pt-lm-gnn)
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can be [found here](https://huggingface.co/AmelieSchreiber/esm2_t6_8m_qlora_binding_sites_v1/blob/main/pdb_structure_metrics.txt).
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```
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The metrics on the datasets [mentioned here](https://github.com/hamzagamouh/pt-lm-gnn)
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can be [found here](https://huggingface.co/AmelieSchreiber/esm2_t6_8m_qlora_binding_sites_v1/blob/main/pdb_structure_metrics.txt).
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## Testing for Overfitting
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```python
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Train metrics:
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{'eval_loss': 0.35603779554367065,
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'eval_accuracy': 0.8439650327744697,
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'eval_precision': 0.11529132737114746,
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'eval_recall': 0.9162279099673907,
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'eval_f1': 0.20481078411524478,
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'eval_auc': 0.8792862815250805,
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'eval_mcc': 0.29286338236467047}
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Test metrics:
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{'eval_loss': 0.3942357003688812,
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'eval_accuracy': 0.8246741787222583,
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'eval_precision': 0.0942294455869611,
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'eval_recall': 0.8169195154212542,
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'eval_f1': 0.16896879944226734,
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'eval_auc': 0.8208833317810486,
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'eval_mcc': 0.23939865094539936}
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```
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