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: 0.4.0.0 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 [aut, cre] Maintainer: Nicholas Spyrison <spyrison at gmail.com> BugReports: https://github.com/nspyrison/cheem/issues License: MIT + file LICENSE 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 form https://CRAN.R-project.org/package=cheem to link to this page.
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