Clémentine Prieur

On Shapley value for measuring importance of dependent inputs

2016 · arXiv (Cornell University)

This paper makes the case for using Shapley value to quantify the importance of random input variables to a function. Alternatives based on the ANOVA decomposition can run into conceptual and computational problems when the …