A comparative analysis of machine learning algorithms for predicting probabilities of default

Adrian Iulian Cristescu, Matteo Giordano

Predicting the probability of default (PD) of prospective loans is a critical objective for financial institutions. In recent years, machine learning (ML) algorithms have achieved…