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.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.0.0 |
rolling linux/jammy R-4.5 | ShapDoE_1.0.0.tar.gz |
53.3 KiB |
1.0.0 |
rolling linux/noble R-4.5 | ShapDoE_1.0.0.tar.gz |
53.2 KiB |
1.0.0 |
rolling source/ R- | ShapDoE_1.0.0.tar.gz |
9.9 KiB |
1.0.0 |
latest linux/jammy R-4.5 | ShapDoE_1.0.0.tar.gz |
53.3 KiB |
1.0.0 |
latest linux/noble R-4.5 | ShapDoE_1.0.0.tar.gz |
53.2 KiB |
1.0.0 |
latest source/ R- | ShapDoE_1.0.0.tar.gz |
9.9 KiB |
1.0.0 |
2026-04-26 source/ R- | ShapDoE_1.0.0.tar.gz |
9.9 KiB |
1.0.0 |
2026-04-23 source/ R- | ShapDoE_1.0.0.tar.gz |
9.9 KiB |
1.0.0 |
2026-04-09 windows/windows R-4.5 | ShapDoE_1.0.0.zip |
56.2 KiB |
1.0.0 |
2025-04-20 source/ R- | ShapDoE_1.0.0.tar.gz |
9.9 KiB |