fmeffects

Model-Agnostic Interpretations with Forward Marginal Effects

CRAN Package

Create local, regional, and global explanations for any machine learning model with forward marginal effects. You provide a model and data, and 'fmeffects' computes feature effects. The package is based on the theory in: C. A. Scholbeck, G. Casalicchio, C. Molnar, B. Bischl, and C. Heumann (2022) .

  • Version0.1.4
  • R version≥ 3.5.0
  • LicenseLGPL-3
  • Needs compilation?No
  • Last release11/05/2024

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  • Depends1 package
  • Imports9 packages
  • Suggests11 packages
  • Reverse Suggests1 package