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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 163.com> |
| 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: ShapDoE_1.0.0.zip, r-release: ShapDoE_1.0.0.zip, r-oldrel: ShapDoE_1.0.0.zip |
| 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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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.