cheem: Interactively Explore Local Explanations with the Radial Tour

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>.

Depends: R (≥ 3.5.0)
Imports: spinifex (≥ 0.3.3), ggplot2, plotly, magrittr, shiny, shinythemes, shinycssloaders, DT, conflicted
Suggests: methods, tourr, lqmm, mvtnorm, gganimate, dplyr, tidyr, tictoc, beepr, knitr, testthat (≥ 3.0.0), rmarkdown
Published: 2023-11-08
DOI: 10.32614/CRAN.package.cheem
Author: Nicholas Spyrison ORCID iD [aut, cre]
Maintainer: Nicholas Spyrison <spyrison at>
License: MIT + file LICENSE
NeedsCompilation: no
Language: en-US
Materials: README NEWS
CRAN checks: cheem results


Reference manual: cheem.pdf
Vignettes: Getting started with cheem


Package source: cheem_0.4.0.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): cheem_0.4.0.0.tgz, r-oldrel (arm64): cheem_0.4.0.0.tgz, r-release (x86_64): cheem_0.4.0.0.tgz, r-oldrel (x86_64): cheem_0.4.0.0.tgz
Old sources: cheem archive


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