The performance of Arabert
| Learning rate | Epochs | Accuracy | F1 | Recall | Precision |
|---|---|---|---|---|---|
| 2e–5 | 2 | 82% | 55% | 50% | 68% |
| 3e–5 | 2 | 83% | 60% | 55% | 68% |
| 5e–5 | 2 | 84% | 64% | 61% | 70% |
| 2e–5 | 3 | 83% | 62% | 59% | 68% |
| 3e–5 | 3 | 84% | 66% | 64% | 70% |
| 5e–5 | 3 | 85% | 68% | 66% | 71% |
| 2e–5 | 4 | 84% | 66% | 64% | 70% |
| 3e–5 | 4 | 85% | 68% | 67% | 70% |
| 5e–5 | 4 | 85% | 69% | 68% | 71% |
| 8e–5 | 4 | 85% | 70% | 68% | 72% |
| 9e–5 | 4 | 85% | 70% | 69% | 71% |
| 10e–5 | 4 | 85% | 70% | 69% | 71% |
| 11e–5 | 4 | 85% | 70% | 69% | 70% |
| 12e–5 | 4 | 84% | 69% | 69% | 69% |
| Learning rate | Epochs | Accuracy | F1 | Recall | Precision |
|---|---|---|---|---|---|
| 2e–5 | 2 | 82% | 55% | 50% | 68% |
| 3e–5 | 2 | 83% | 60% | 55% | 68% |
| 5e–5 | 2 | 84% | 64% | 61% | 70% |
| 2e–5 | 3 | 83% | 62% | 59% | 68% |
| 3e–5 | 3 | 84% | 66% | 64% | 70% |
| 5e–5 | 3 | 85% | 68% | 66% | 71% |
| 2e–5 | 4 | 84% | 66% | 64% | 70% |
| 3e–5 | 4 | 85% | 68% | 67% | 70% |
| 5e–5 | 4 | 85% | 69% | 68% | 71% |
| 8e–5 | 4 | 85% | 70% | 68% | 72% |
| 9e–5 | 4 | 85% | 70% | 69% | 71% |
| 10e–5 | 4 | 85% | 70% | 69% | 71% |
| 11e–5 | 4 | 85% | 70% | 69% | 70% |
| 12e–5 | 4 | 84% | 69% | 69% | 69% |
Source(s): Authors’ own work
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