CRAN/E | fmeffects

fmeffects

Model-Agnostic Interpretations with Forward Marginal Effects

Installation

About

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) .

holgstr.github.io/fmeffects/
github.com/holgstr/fmeffects
Bug report File report

Key Metrics

Version 0.1.2
R ≥ 3.5.0
Published 2024-03-07 52 days ago
Needs compilation? no
License LGPL-3
CRAN checks fmeffects results

Downloads

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Maintainer

Maintainer

Holger Löwe

hbj.loewe@gmail.com

Authors

Holger Löwe

cre / aut

Christian Scholbeck

aut

Christian Heumann

rev

Bernd Bischl

rev

Giuseppe Casalicchio

rev

Material

README
NEWS
Reference manual
Package source

Vignettes

Why FMEs?
Get started

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

fmeffects archive

Depends

R ≥ 3.5.0

Imports

checkmate
data.table
partykit
ggparty
ggplot2
cowplot
R6
testthat

Suggests

caret
knitr
mlr3verse
ranger
rmarkdown
rpart

Reverse Suggests

marginaleffects