MentalBERT Multi-label Mental Health Classifier
This model is a fine-tuned version of mental/mental-bert-base-uncased
for multi-label mental health risk detection.
Labels
- Depression
- Anxiety
- Suicide Risk
Training
- Multi-label classification
- Focal Loss + LLRD
- Max sequence length: 512
Test Metrics
- Micro F1: 0.806
- Macro F1: 0.786
- Subset Accuracy: 0.707
- Hamming Accuracy: 0.87
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