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mshap  

Multiplicative SHAP Values for Two-Part Models
View on CRAN: Click here


Download and install mshap package within the R console
Install from CRAN:
install.packages("mshap")

Install from Github:
library("remotes")
install_github("cran/mshap")

Install by package version:
library("remotes")
install_version("mshap", "0.1.0")



Attach the package and use:
library("mshap")
Maintained by
Spencer Matthews
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-06-17
Latest Update: 2021-06-17
Description:
Allows for the computation of mSHAP values on two-part models as proposed by Matthews, S. and Hartman, B. (2021) . 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) .
How to cite:
Spencer Matthews (2021). mshap: Multiplicative SHAP Values for Two-Part Models. R package version 0.1.0, https://cran.r-project.org/web/packages/mshap. Accessed 21 Nov. 2024.
Previous versions and publish date:
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Complete documentation for mshap
Functions, R codes and Examples using the mshap R package
Some associated functions: mshap . observation_plot . summary_plot . where . 
Some associated R codes: helpers-where.R . mshap.R . multiply_shap.R . observation_plot.R . summary_plot.R .  Full mshap package functions and examples
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