Open your black box classifier
Paulo Lisböa · Healthcare Technology Letters · 2023
A priority for machine learning in healthcare and other high stakes applications is to enable end-users to easily interpret individual predictions. This opinion piece outlines recent developments in interpretable classifiers and methods to open black box models.