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Shap Interaction #14

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lolloloschi97 opened this issue May 4, 2022 · 0 comments
Open

Shap Interaction #14

lolloloschi97 opened this issue May 4, 2022 · 0 comments

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@lolloloschi97
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Hi, I've tried to extract the pairwise shap interaction returned by the shap.scatter plot. I've noticed that shap_interaction(X_i, X_j) != shap_interaction(X_j, X_i), Thus if we immagine a MxM interaction matrix, it's not symmetric. Is It normal o r I've done something wrong? And if it's ok, why is that?
Thanks in Advance, Lorenzo
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