https://mindfulmodeler.substack.com/p/what-are-shapley-interactions-and
What Are Shapley Interactions, and Why Should You Care?
Christoph Molnar
Dec 03, 2024
“Shapley values are the go-to method for explainable AI because they are easy to interpret and theoretically well-founded. However, they struggle to capture the interplay between features.”