Explaining the model and feature dependencies by decomposition of the Shapley value
Joran Michiels, Johan A. K. Suykens, Maarten De Vos
Topics & Concepts
Shapley valueComputer scienceFeature (linguistics)Function (biology)Value (mathematics)Missing dataCooperative game theoryArtificial intelligenceMachine learningGame theoryMathematical economicsMathematicsPhilosophyEvolutionary biologyLinguisticsBiologyExplainable Artificial Intelligence (XAI)Bayesian Modeling and Causal InferenceScientific Computing and Data Management