ML-Based Feature Importance Estimation for Predicting Unethical Behaviour under Pressure

Abstract

We studied the utility of using machine learning algorithms in the estimation of feature importance and to visualize their dependence on Ethicality. Through our analysis and partial dependence plot we found linear relationships among variables and gained insight into features that might cause certain types of ethical behaviour.