Error Analysis of Shapley Value-Based Model Explanations: An Informative Perspective

Ningsheng Zhao, Jia Yuan Yu, Krzysztof Dzieciolowski +1

Shapley value attribution (SVA) is an increasingly popular explainable AI (XAI) method, which quantifies the contribution of each feature to the model's output. However, recent wor…