| language: | |
| - ar | |
| - en | |
| tags: | |
| - graduation-project | |
| - hate-speech-detection | |
| - marbert | |
| - text-classification | |
| ## Hyperparameter Search Results | |
| ### Best Run: 20260607_174705 | |
| **Best Validation Macro F1:** 0.9776 | |
| **Model:** UBC-NLP/MARBERT | |
| **Learning Rate:** 3e-05 | |
| **Batch Size:** 32 | |
| **Epochs Max:** 6 | |
| **Early Stopping Patience:** 2 | |
| ## Notes | |
| Hyperparameter sweep completed with early stopping based on validation macro F1. | |
| Metrics are stored under: | |
| `metrics/UBC_NLP_MARBERT/` | |
| Models are stored under: | |
| `models/UBC_NLP_MARBERT/` | |
| Confusion matrices are stored under: | |
| `eval/UBC_NLP_MARBERT/` | |
| Each run includes overall, Arabic, and English test metrics when the `language` column is available. | |