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>.
| Version: | 0.4.2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | spinifex (≥ 0.3.3),ggplot2,plotly,magrittr,shiny,shinythemes,shinycssloaders,DT,conflicted |
| Suggests: | methods,tourr,matrixcalc,mvtnorm,gganimate,dplyr,tidyr,tictoc,beepr,knitr,testthat (≥ 3.0.0),rmarkdown |
| Published: | 2025-09-17 |
| DOI: | 10.32614/CRAN.package.cheem |
| Author: | Nicholas Spyrison [aut, cre] |
| Maintainer: | Nicholas Spyrison <spyrison at gmail.com> |
| BugReports: | https://github.com/nspyrison/cheem/issues |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/nspyrison/cheem/,https://nspyrison.github.io/cheem/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README,NEWS |
| CRAN checks: | cheem results |
Documentation:
Downloads:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=cheemto link to this page.