Shapley value-based approaches to explain the robustness of classifiers in machine learning

Guilherme Dean Pelegrina, Sajid Siraj

The use of algorithm-agnostic approaches is an emerging area of research for explaining the contribution of individual features towards the predicted outcome. Whilst there is a foc…