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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "xplainfi" in publications use:'
type: software
license: LGPL-3.0-or-later
title: 'xplainfi: Feature Importance Methods for Global Explanations'
version: 1.1.0
doi: 10.32614/CRAN.package.xplainfi
abstract: Provides a consistent interface for common feature importance methods as
  described in Ewald et al. (2024) <https://doi.org/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 global
  importance (SAGE), as well as feature sampling mechanisms to support conditional
  importance methods.
authors:
- family-names: Burk
  given-names: Lukas
  email: cran@lukasburk.de
  orcid: https://orcid.org/0000-0001-7528-3795
repository: https://mlr-org.r-universe.dev
repository-code: https://github.com/mlr-org/xplainfi
commit: 5ae1b5fb029a3ff66f5b27c322b417a622436a2c
url: https://mlr-org.github.io/xplainfi/
date-released: '2026-02-26'
contact:
- family-names: Burk
  given-names: Lukas
  email: cran@lukasburk.de
  orcid: https://orcid.org/0000-0001-7528-3795