#interpretability

5 questions from ML Fundamentals, Decision Trees & Ensembles

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5 questions · 5 min · score and explanations at the end

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Question 1: Single choice

mediumAI-checkedML Fundamentals

Which statement about SHAP values is true?

They give additive, local explanations of individual predictions1
They show global importance but cannot explain a single prediction2
They score a feature by removing it once and refitting the model3
They can only be computed for linear models4

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