1cfa81af29c6f2d8cacb44921722e753-Paper.pdf

Then, wederivealocalMDI importance measure of variable relevance, which has a very natural connection withtheglobal MDImeasure andcanberelated toanewnotion oflocalfeature relevance. We further link local MDI importances with Shapley values and discuss them in the light of related measures from the literature.