Package: cheem
Title: Interactively Explore the Support of Local Explanations with the
        Radial Tour
Version: 0.2.0
Authors@R: c(
  person("Nicholas", "Spyrison", role = c("aut", "cre"),
    email = "spyrison@gmail.com",
    comment = c(ORCID = "https://orcid.org/0000-0002-8417-0212"))
  )
Description: Given a tree-based model, calculate the tree SHAP 
    <arXiv:1802.03888>; <https://github.com/ModelOriented/treeshap> 
    local explanation of every observation. View the data space, explanation 
    space, and residual plot 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)
License: MIT + file LICENSE
URL: https://github.com/nspyrison/cheem/
BugReports: https://github.com/nspyrison/cheem/issues
LinkingTo: Rcpp
Imports: Rcpp, data.table, spinifex (>= 0.3.3), ggplot2, plotly,
        magrittr, shiny, shinythemes, shinycssloaders, DT
Suggests: gbm, lightgbm, randomForest, ranger, xgboost, tourr, lqmm,
        mvtnorm, gganimate, dplyr, tidyr, tictoc, beepr, knitr,
        testthat (>= 3.0.0), spelling, rmarkdown
VignetteBuilder: knitr
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.2
Language: en-US
Config/testthat/edition: 3
NeedsCompilation: yes
Packaged: 2022-03-09 22:40:16 UTC; spyri
Author: Nicholas Spyrison [aut, cre] (<https://orcid.org/0000-0002-8417-0212>)
Maintainer: Nicholas Spyrison <spyrison@gmail.com>
Repository: CRAN
Date/Publication: 2022-03-14 11:40:02 UTC
