Internal Credit Risk Models with Machine Learning

Abstract

… As all three of these parameters refer to a default event by definition, the prediction of default events using the PD is key … to this loss of information in the rating process, it may not be feasible to develop an artificial neural network that beats the predictions of the … Machine learning …