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:Liuqing Yang [aut, cre, cph]

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15 exports 0.09 score 1 dependencies 818 downloads

Last updated 5 months agofrom:c26f946333. Checks:OK: 7. Indexed: yes.

Exports:est.shest.shcoaest.shcoa.primeest.shlsest.shsrsest.shstrrsgfpoly.addgfpoly.divgfpoly.multiis.primeonecoaonecoa.primeonelspoly.divstructed.perm

Dependencies:gtools