The performance of Marabert
| Learning rate | Epochs | Accuracy | F1 | Recall | Precision |
|---|---|---|---|---|---|
| 2e–5 | 2 | 83% | 53% | 50% | 75% |
| 3e–5 | 2 | 84% | 60% | 56% | 69% |
| 5e–5 | 2 | 84% | 63% | 60% | 68% |
| 2e–5 | 3 | 84% | 63% | 59% | 69% |
| 3e–5 | 3 | 84% | 64% | 61% | 68% |
| 5e–5 | 3 | 84% | 66% | 65% | 68% |
| 2e–5 | 4 | 84% | 63% | 61% | 67% |
| 3e–5 | 4 | 84% | 66% | 64% | 68% |
| 5e–5 | 4 | 84% | 67% | 65% | 68% |
| 6e–5 | 4 | 84% | 66% | 64% | 68% |
| 8e–5 | 4 | 84% | 65% | 62% | 68% |
| Learning rate | Epochs | Accuracy | F1 | Recall | Precision |
|---|---|---|---|---|---|
| 2e–5 | 2 | 83% | 53% | 50% | 75% |
| 3e–5 | 2 | 84% | 60% | 56% | 69% |
| 5e–5 | 2 | 84% | 63% | 60% | 68% |
| 2e–5 | 3 | 84% | 63% | 59% | 69% |
| 3e–5 | 3 | 84% | 64% | 61% | 68% |
| 5e–5 | 3 | 84% | 66% | 65% | 68% |
| 2e–5 | 4 | 84% | 63% | 61% | 67% |
| 3e–5 | 4 | 84% | 66% | 64% | 68% |
| 5e–5 | 4 | 84% | 67% | 65% | 68% |
| 6e–5 | 4 | 84% | 66% | 64% | 68% |
| 8e–5 | 4 | 84% | 65% | 62% | 68% |
Source(s): Authors’ own work
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