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 |
| Author: |
Liuqing Yang [aut, cre, cph] |
| Maintainer: |
Liuqing Yang <yliuqing0714 at 163.com> |
| License: |
MIT + file LICENSE |
| NeedsCompilation: |
no |
| CRAN checks: |
ShapDoE results |
Documentation:
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