arXiv (Cornell University)· 2017· Preprint
A Unified Approach to Interpreting Model Predictions
- 7,622citations
- 2017year
Short summary
SHAP (SHapley Additive exPlanations) unifies six existing methods for interpreting complex AI model predictions, introducing a new class of additive feature importance measures with desirable theoretical properties.
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Artificial IntelligenceComputer Science