Machine learning algorithms have become increasingly common and have affect many aspects of our life. However, because … the objective of most of the standard, off-the-shelf machine learning algorithms is to maximize the prediction performance …, the results produced by these algorithms could be discriminatory. The discrimination issue has gain the interest from both …