Machine learning for consumer loan default prediction in retail banking
Consumer loan defaults represent consistent source of cost pressures within retail banks, eroding capital reserves and necessitating provisioning that prevents further loaning. While machine learning is now widely adopted in credit risk modelling, empirical studies report mixed evidence regarding the extent of its perf...