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fmeffects  

Model-Agnostic Interpretations with Forward Marginal Effects
View on CRAN: Click here


Download and install fmeffects package within the R console
Install from CRAN:
install.packages("fmeffects")

Install from Github:
library("remotes")
install_github("cran/fmeffects")

Install by package version:
library("remotes")
install_version("fmeffects", "0.1.3")



Attach the package and use:
library("fmeffects")
Maintained by
Holger Löwe
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-07-19
Latest Update: 2023-09-26
Description:
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) .
How to cite:
Holger Löwe (2023). fmeffects: Model-Agnostic Interpretations with Forward Marginal Effects. R package version 0.1.3, https://cran.r-project.org/web/packages/fmeffects. Accessed 06 Nov. 2024.
Previous versions and publish date:
0.1.0 (2023-07-19 13:00), 0.1.1 (2023-09-26 17:10), 0.1.2 (2024-03-07 21:10), 0.1.3 (2024-06-08 01:50)
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Complete documentation for fmeffects
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