alternative techniques, such as deep learning neural networks, random forests, and factorisation machines. While neural networks … and random forests form part of the practitioner's model-building toolkit, factorisation machines are seldom used. In this … paper, we investigate the applicability of factorisation machines to some binary classification problems in banking. To …