xplainfi

cranv1.1.0

Feature Importance Methods for Global Explanations. Provides a consistent interface for common feature importance methods as described in Ewald et al. (2024) <doi:10.1007/978-3-031-63797-1_22>, including permutation feature importance (PFI), conditional and relative feature importance (CFI, RFI), leave one covariate out (LOCO), and Shapley additive g

License LGPL (>= 3)0 versions1 maintainers11 deps46 weekly dl
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checkmateclidata.tablemiraimlr3mlr3fselectmvtnormparadoxR6statsutils
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First published · 2026-02-26 20:07:30

Last updated · 2026-02-26T18:40:02+00:00