Package: ShapDoE 1.0.0
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.
Authors:
ShapDoE_1.0.0.tar.gz
ShapDoE_1.0.0.zip(r-4.7)ShapDoE_1.0.0.zip(r-4.6)ShapDoE_1.0.0.zip(r-4.5)
ShapDoE_1.0.0.tgz(r-4.6-any)ShapDoE_1.0.0.tgz(r-4.5-any)
ShapDoE_1.0.0.tar.gz(r-4.7-any)ShapDoE_1.0.0.tar.gz(r-4.6-any)
ShapDoE_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
ShapDoE/json (API)
| # Install 'ShapDoE' in R: |
| install.packages('ShapDoE', repos = c('https://lqyang0714.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:c26f946333. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 96 | ||
| source / vignettes | OK | 128 | ||
| linux-release-x86_64 | OK | 87 | ||
| macos-release-arm64 | OK | 215 | ||
| macos-oldrel-arm64 | OK | 196 | ||
| windows-devel | OK | 65 | ||
| windows-release | OK | 80 | ||
| windows-oldrel | OK | 67 | ||
| wasm-release | OK | 86 |
Exports:est.shest.shcoaest.shcoa.primeest.shlsest.shsrsest.shstrrsgfpoly.addgfpoly.divgfpoly.multiis.primeonecoaonecoa.primeonelspoly.divstructed.perm
Dependencies:gtools
