ShapDoE: Approximation of the Shapley Values Based on Experimental Designs

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.

Version: 1.0.0
Imports: gtools
Published: 2024-04-30
DOI: 10.32614/CRAN.package.ShapDoE
Author: Liuqing Yang [aut, cre, cph]
Maintainer: Liuqing Yang <yliuqing0714 at>
License: MIT + file LICENSE
NeedsCompilation: no
CRAN checks: ShapDoE results


Reference manual: ShapDoE.pdf


Package source: ShapDoE_1.0.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): ShapDoE_1.0.0.tgz, r-oldrel (arm64): ShapDoE_1.0.0.tgz, r-release (x86_64): ShapDoE_1.0.0.tgz, r-oldrel (x86_64): ShapDoE_1.0.0.tgz


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