Group attribution bias
Group attribution bias occurs when an outcome is only true for some individuals but when that outcome is generalized for an entire group.
Example: A model that selects the candidates only with a master’s degree.
How to prevent group attribution bias
To prevent group attribution bias, make sure that you have an understanding of
The outcomes of your model on different groups.
Under which circumstances you can and cannot generalize your model.