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) doi:10.48550/arXiv.2201.08837.

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

Key Metrics

Version 0.1.3
R ≥ 3.5.0
Published 2024-06-07 95 days ago
Needs compilation? no
License LGPL-3
CRAN checks fmeffects results

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Maintainer

Maintainer

Holger Löwe

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

r-oldrel

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
cli
data.table
partykit
ggparty
ggplot2
cowplot
R6
testthat

Suggests

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Reverse Suggests

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