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ml-recall

#linear-shap

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mediumAI-checkedExplainable AI

A linear model f(x)=2x1−3x2+1f(x) = 2x_1 - 3x_2 + 1 is explained with SHAP, assuming independent features. On the background data E[x1]=1\mathbb{E}[x_1] = 1 and E[x2]=3\mathbb{E}[x_2] = 3. For the input x=(4,1)x = (4, 1), what is the SHAP value of x2x_2?

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