Implementing local-explainability in Gradient Boosting Trees: Feature Contribution
Ángel Delgado-Panadero, Beatriz Hernández-Lorca, María Teresa García-Ordás, José Alberto Benítez‐Andrades
Topics & Concepts
Computer scienceNode (physics)Feature (linguistics)Boosting (machine learning)Decision treeArtificial intelligenceMathematical proofTree (set theory)Machine learningData miningPattern recognition (psychology)MathematicsPhilosophyLinguisticsGeometryEngineeringStructural engineeringMathematical analysisExplainable Artificial Intelligence (XAI)Adversarial Robustness in Machine LearningBayesian Modeling and Causal Inference