CRAN/E | cheem

cheem

Interactively Explore Local Explanations with the Radial Tour

Installation

About

Given a non-linear model, calculate the local explanation. We purpose view the data space, explanation space, and model residuals as ensemble graphic interactive on a shiny application. After an observation of interest is identified, the normalized variable importance of the local explanation is used as a 1D projection basis. The support of the local explanation is then explored by changing the basis with the use of the radial tour doi:10.32614/RJ-2020-027; doi:10.1080/10618600.1997.10474754.

github.com/nspyrison/cheem/
nspyrison.github.io/cheem/
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Version 0.4.0.0
R ≥ 3.5.0
Published 2023-11-08 164 days ago
Needs compilation? no
License MIT
License File
CRAN checks cheem results
Language en-US

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Maintainer

Maintainer

Nicholas Spyrison

spyrison@gmail.com

Authors

Nicholas Spyrison

aut / cre

Material

README
NEWS
Reference manual
Package source

Vignettes

Getting started with cheem

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

cheem archive

Depends

R ≥ 3.5.0

Imports

spinifex ≥ 0.3.3
ggplot2
plotly
magrittr
shiny
shinythemes
shinycssloaders
DT
conflicted

Suggests

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