Hyperparameter Search Results

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.

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