Allows for the computation of mSHAP values on two-part models as proposed by Matthews, S. and Hartman, B. (2021) <doi:10.48550/arXiv.2106.08990>. Also contains functions for simple plotting of the results (or any SHAP values). For information about the TreeSHAP algorithm that mSHAP builds on, see Lundberg, S.M., Erion, G., Chen, H., DeGrave, A., Prutkin, J.M., Nair, B., Katz, R., Himmelfarb, J., Bansal, N., Lee, S.I. (2020) <doi:10.1038/s42256-019-0138-9>.
Version: 0.1.0 Depends: R (≥ 2.10) Imports: magrittr (≥ 1.5), purrr (≥ 0.3.4), dplyr (≥ 1.0.4), forcats, stringr, ggplot2, ggbeeswarm, rlang, tidyr, tidyselect Suggests: rmarkdown, knitr, insuranceData, reticulate, caret, testthat (≥ 3.0.0), covr Published: 2021-06-17 DOI: 10.32614/CRAN.package.mshap Author: Spencer Matthews [aut, cre] Maintainer: Spencer Matthews <srmatthews98 at gmail.com> License: MIT + file LICENSE NeedsCompilation: no Materials: README NEWS CRAN checks: mshap results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=mshap to link to this page.
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