The Shapley Value of coalition of variables provides better explanations

Salim I. Amoukou, Nicolas J-B. Brunel, Tangi Salaün

While Shapley Values (SV) are one of the gold standard for interpreting machine learning models, we show that they are still poorly understood, in particular in the presence of cat…