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ShapDoE  

Approximation of the Shapley Values Based on Experimental Designs
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ShapDoE", "1.0.0")



Attach the package and use:
library("ShapDoE")
Maintained by
Liuqing Yang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-04-30
Latest Update: 2024-04-30
Description:
Estimating the Shapley values using the algorithm in the paper Liuqing Yang, Yongdao Zhou, Haoda Fu, Min-Qian Liu and Wei Zheng (2024) <doi:10.1080/01621459.2023.2257364> "Fast Approximation of the Shapley Values Based on Order-of-Addition Experimental Designs". You provide the data and define the value function, it retures the estimated Shapley values based on sampling methods or experimental designs.
How to cite:
Liuqing Yang (2024). ShapDoE: Approximation of the Shapley Values Based on Experimental Designs. R package version 1.0.0, https://cran.r-project.org/web/packages/ShapDoE. Accessed 07 Nov. 2024.
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Functions, R codes and Examples using the ShapDoE R package
Full ShapDoE package functions and examples
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