Technical Note: Game-Theoretic Interactions of Different Orders
Machine Learning
2021-02-04 v2
Abstract
In this study, we define interaction components of different orders between two input variables based on game theory. We further prove that interaction components of different orders satisfy several desirable properties.
Keywords
Cite
@article{arxiv.2010.14978,
title = {Technical Note: Game-Theoretic Interactions of Different Orders},
author = {Hao Zhang and Xu Cheng and Yiting Chen and Quanshi Zhang},
journal= {arXiv preprint arXiv:2010.14978},
year = {2021}
}