In-group Bias

  • #fairness
  • Showing partiality to one’s own group or own characteristics. If testers or raters consist of the machine learning developer’s friends, family, or colleagues, then in-group bias may invalidate product testing or the dataset.
  • In-group bias is a form of group attribution bias.