How to easily check if your Machine Learning model is fair? - KDnuggets

We live in a world that is getting more divided each day. In some parts of the world, the differences and inequalities between races, ethnicities, and sometimes sexes are aggravating. The data we use for modeling is, in the major part, a reflection of the world it derives from. And the world can be biased, so data and therefore the model will likely reflect that. We propose a way in which ML engineers can easily check if their model is biased.