Shapley variable importance clouds for interpretable machine learning

Yilin Ning, Marcus Eng Hock Ong, Bibhas Chakraborty +4

Interpretable machine learning has been focusing on explaining final models that optimize performance. The current state-of-the-art is the Shapley additive explanations (SHAP) that…