Predicting bank distress in Europe: using machine learning and a novel definition of distress
EBA staff paper exploring machine learning techniques, including random forest and neural networks, to predict bank distress in Europe using a novel supervisory dataset (2017–2023) and early warning system for micro- and macroprudential supervision.