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) "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.


Reference manual

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install.packages("ShapDoE")

1.0.0 by Liuqing Yang, 2 years ago


Browse source code at https://github.com/cran/ShapDoE


Authors: Liuqing Yang [aut, cre, cph]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports gtools


See at CRAN