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mentalbert-multilabel-mental-health – AI Model by dogancbn | AlphaNeural AI

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dogancbn/
mentalbert-multilabel-mental-health

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multilabel-classification

text-classification

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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