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Performance of the BERT models on the development set.
| Learning Rate | Epoch | Accuracy | Precision | Recall | F1 Score | AUC |
|---|---|---|---|---|---|---|
| 0.00003 | 1 | 91.7% | 92.5% | 98.8% | 95.5% | 90.7% |
| 2 | 91.8% | 94.3% | 96.8% | 95.5% | 91.5% | |
| 3 | 92.2% | 94.6% | 96.8% | 95.7% | 86.5% | |
| 4 | 92.1% | 94.5% | 96.9% | 95.7% | 83.7% | |
| 5 | 91.7% | 94.5% | 96.4% | 95.4% | 79.8% | |
| 0.0001 | 1 | 92.1% | 93.5% | 98.0% | 95.7% | 91.0% |
| 2 | 92.0% | 94.1% | 97.2% | 95.6% | 91.4% | |
| 3 | 92.5% | 94.5% | 97.3% | 95.9% | 90.8% | |
| 4 | 92.1% | 94.5% | 96.9% | 95.7% | 84.6% | |
| 5 | 92.0% | 94.4% | 96.9% | 95.6% | 82.1% |
