Is the Model Fair?

Now, we move to the exciting part. There is a model, and we want to know if it is fair. Before we learn how to do this systematically, we will perform some experiments:

• Examine regression coefficients. Logistic regression provides a straightforward method to understand internal logic. Each feature is associated with a numerical value. The bigger ...