Improving a Credit Scoring Model by Incorporating Bank Statement Derived Features

Rory P. Bunker, Wenjun Zhang, M. Asif Naeem

In this paper, we investigate the extent to which features derived from bank statements provided by loan applicants, and which are not declared on an application form, can enhance…