Using bias mitigation techniques to use ML to predict the outcome of a job interview.
The stats.py file analyses the discrimination present at multiple stages in a job application process for gender and ethincity.
The ml.py file uses pre-procssing bias mitigation techniques to eradicate the gender discrimination present in the dataset such that a valid machine learning algorithm can be used to determine the outcome of a job interview.