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skorch models raising The SHAP explanations do not sum up to the model's output #289

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oegedijk opened this issue Dec 17, 2023 · 0 comments
Open

skorch models raising The SHAP explanations do not sum up to the model's output #289

oegedijk opened this issue Dec 17, 2023 · 0 comments

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@oegedijk
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Seems related to this bug: shap/shap#3363

Can be avoided with passing shap_kwargs=dict(check_additivity=False) to the explainer, but then you might get inaccurate shap values.

Added check_additivity=False param to the skorch tests for now.
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@oegedijk