Trustworthy Feature Importance Avoids Unrestricted Permutations
arXiv:2604.11253v1 Announce Type: new
Abstract: Feature importance methods using unrestricted permutations are flawed due to extrapolation errors; such errors appear in all non-trivial variable importance approaches. We propose three new approaches: c…