This paper analyzes the relation between bank profit performance and business models. To assess the profitability of … bank business models, we propose a new approach based on machine learning. In particular, we identify bank business models … using balance sheet components’ contributions to profitability as a grouping criterion. Thus, in contrast to previous works …