Comparison of Contextual Importance and Utility with LIME and Shapley Values
Kary Främling, Marcus Westberg, Martin Jullum, Manik Madhikermi, Avleen Malhi
Topics & Concepts
Shapley valueComputer scienceBenchmark (surveying)Feature (linguistics)FidelityLimeLimitingSimplicityMathematical economicsGame theoryMathematicsEpistemologyGeologyPaleontologyPhilosophyLinguisticsGeodesyEngineeringTelecommunicationsMechanical engineeringExplainable Artificial Intelligence (XAI)Adversarial Robustness in Machine LearningBayesian Modeling and Causal Inference