Protected attributes

Protected attributes are the features that are protected, the features that may not be included in the model.

You should be very careful when including protected attributes in your model. They might not only cause bias but also discrimination.

Example of protected attributes

Example: Such as race, religion, gender, marital status in a recruitment model.

Protected attributes such as age and race
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