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Article | REF: H5030 V1

Explainability in Artificial Intelligence; towards Responsible AI

Authors: Daniel RACOCEANU, Mehdi OUNISSI, Yannick L. KERGOSIEN

Publication date: December 10, 2022, Review date: February 29, 2024

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4. Explanation aids: methods, examples

4.1 General methods: Shapley values

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4.1.1 Definition

Shapley's value was described in 1953 by Shapley in the context of cooperative game theory. Once a game has been defined, it enables us to evaluate the average contribution of a participant to the gains made by the various coalitions,...

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