Internal Credit Risk Models and Digital Transformation: What to Prepare for? An Application to Poland

Abstract

Purpose: The digitization of credit risk through machine learning technology is becoming more attractive, especially nowadays. The article aims to analyze the performance of models estimated with Machine Learning (ML) algorithms in predicting the risk of default compared …