James Zou on X: “SHAP is a good feature attribution algo BUT it identifies wrong featur…”

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James Zou on X: “SHAP is a good feature attribution algo BUT it identifies wrong featur…” | PeekX

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James Zou

@james_y_zou

SHAP is a good feature attribution algo BUT it identifies wrong features even in linear regression.

Our #NeurIPS2022 paper finds where SHAP goes wrong and proposes a simple fix *WeightedSHAP* that greatly improves attribution arxiv.org/pdf/2209.13429…
Code: github.com/ykwon0407/Weig…

Nov 2, 2022, 2:31 PM UTC

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