Considerations when learning additive explanations for black-box models
Sarah Tan, Giles Hooker, Paul Koch, Albert Gordo, Rich Caruana
Topics & Concepts
Additive modelLeverage (statistics)Generalized additive modelBlack boxAdditive functionFunction (biology)Computer scienceMathematicsArtificial intelligenceEconometricsMachine learningEvolutionary biologyMathematical analysisBiologyExplainable Artificial Intelligence (XAI)Adversarial Robustness in Machine LearningMachine Learning and Data Classification