Michalski, Lachlan; Low, Rand Kwong Yew - 2021
We examine the inclusion of ESG variables, with commonly used financial variables into multi-class corporate credit rating prediction. Using random forests and extremely randomized trees, with mean decrease impurity, mean decrease accuracy and SHapley Additive exPlanations feature importance...