Unrestricted Permutation forces Extrapolation: Variable Importance Requires at least One More Model, or There Is No Free Variable Importance

Giles Hooker(Cornell University), Siyu Zhou(Guangxi Medical University), Lucas Mentch(University of Pittsburgh)
arXiv (Cornell University)
May 1, 2019
Cited by 38


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