Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems

Francisco Valente, Jorge Henriques, Simão Paredes +3

One of the key challenges when developing a predictive model is the capability to describe the domain knowledge and the cause-effect relationships in a simple way. Decision rules a…