Interpreting SHAP Plots: Summary and Dependence Plots
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A Unified Approach to Interpreting Model Predictions, Scott M. Lundberg and Su-In Lee, 2017Advances in Neural Information Processing Systems, Vol. 30 (Curran Associates, Inc.)DOI: 10.5555/3295222.3295230 - This foundational paper introduces SHAP (SHapley Additive exPlanations) values, establishing the theoretical framework for model interpretability, including the basis for summary and dependence plots.
SHAP (SHapley Additive exPlanations) Documentation, Scott M. Lundberg and SHAP contributors, 2024 - The official documentation for the SHAP Python library, providing practical details and API references for generating summary and dependence plots.