SMACE: A New Method for the Interpretability of Composite Decision Systems

Gianluigi Lopardo, Damien Garreau, Frederic Precioso +1

Interpretability is a pressing issue for decision systems. Many post hoc methods have been proposed to explain the predictions of a single machine learning model. However, business…