Bibliothèque SHAP

Définition

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Shapley Additive Explanations

SHAP

For this method, shapley values (from game theory) and LIME are combined⁷. In short, shapley values use coalitions to see what the contribution of a feature value is to the final prediction.

Source : towardsdatascience