mshap

Multiplicative SHAP Values for Two-Part Models

CRAN Package

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.

  • Version0.1.0
  • R versionunknown
  • LicenseMIT
  • Needs compilation?No
  • Last release06/17/2021

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  • Imports10 packages
  • Suggests7 packages