mahir2021/mental-roberta-depEMO-v2

Mental-RoBERTa

Multi-label emotion classifier trained on depression-related text.

• Base model: mental/mental-roberta-base
• Architecture: Standard AutoModelForSequenceClassification
• Labels (8): anger, brain dysfunction (forget), emptiness, hopelessness, loneliness, sadness, suicide intent, worthlessness
• Seed: 42, Epochs: 5, LR: 2e-05, MaxLen: 256

Test metrics

{
  "eval_loss": 0.7149868607521057,
  "eval_P-Mic": 0.8186006334581054,
  "eval_R-Mic": 0.8499252615844544,
  "eval_F1-Mic": 0.833968905837489,
  "eval_P-Mac": 0.7866288741283867,
  "eval_R-Mac": 0.7956996729339153,
  "eval_F1-Mac": 0.7842684893606211
}