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Webb17 maj 2024 · So, first of all let’s define the explainer object. explainer = shap.KernelExplainer (model.predict,X_train) Now we can calculate the shap values. Remember that they are calculated resampling the training dataset and calculating the impact over these perturbations, so ve have to define a proper number of samples. fly trap in bottle
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WebbSHAP (Shapley Additive Explanations) by Lundberg and Lee is a method to explain individual predictions, based on the game theoretically optimal Shapley values. Shapley … Webb9.5. Shapley Values. A prediction can be explained by assuming that each feature value of the instance is a “player” in a game where the prediction is the payout. Shapley values – a method from coalitional game theory – tells us how to … WebbLæs om, hvordan Coop behandler dine personoplysninger i afsnittet om Medlemmer eller Profilkunder i Coops privatlivspolitik. Log ind Mobilnummer eller e-mail Din bruger er låst … fly trap in house