PEARL - Prototype Learning via Rule Learning

Deep neural networks have demonstrated promising prediction and classification performance on many healthcare applications. However, the interpretability of those models is often lacking. In comparison, classical interpretable models such as decision rule learning do not lead to the same level of accuracy as deep neural networks and can b...More