Model Transparency and Interpretability : Survey and Application to the Insurance Industry

Dimitri Delcaillau, Antoine Ly, Alize Papp +1

The use of models, even if efficient, must be accompanied by an understanding at all levels of the process that transforms data (upstream and downstream). Thus, needs increase to d…