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lisa-sousa committed May 16, 2024
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Expand Up @@ -3,7 +3,7 @@ Introduction to SHapley Additive exPlanations (SHAP)

SHapley Additive exPlanationsis a **model-agnostic** method, which means that it is not restricted to a certain model type,
and it is a **local** method which means that it only provides explanations for individual samples.
However, the individual explanations can be used to also get **global** interpretations. SHAP was introduced in 2017 by `Lundberg et al.<https://proceedings.neurips.cc/paper/2017/hash/8a20a8621978632d76c43dfd28b67767-Abstract.html>`_
However, the individual explanations can be used to also get **global** interpretations. SHAP was introduced in 2017 by `Lundberg et al. <https://proceedings.neurips.cc/paper/2017/hash/8a20a8621978632d76c43dfd28b67767-Abstract.html>`_

For a short video introduction to SHAP, click below:

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