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language:
  - en
tags:
  - Text Classification

This model is part of the Research topic "Bias and Fairness in AI" conducted by Shaina Raza, Deepak John Reji, Chen Ding

  • Dataset : MBAD Data
  • datasize : 17775 entries
  • Label distribution : Biased - 10651, Non-Biased - 7124
  • Train-Test split : 90 : 10
  • tokenizer : distilbert-base-uncased
  • model : distilbert-base-uncased
  • optimizer : adam
  • Learning rate : 5e-5
  • Model parameters : 66,955,010
  • epochs : 30
  • Train accuracy : 0.7697
  • Test accuracy : 0.62
  • Train loss : 0.4506
  • Test loss : 0.9644
  • Carbon emission 0.319355 Kg