The Shapely value originates from the cooperative game theory and has been widely used in solving machine learning problems due to its high interpretability and consistency. The typical Shapley value evaluates the importance score of a feature as its average marginal contribution to a fully parameterized model under all possible feature combinations; as a result. its value includes th... https://www.socialstudiesscholar.com/