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Prove the following result: if the loss function is L(y, y) = In y+ 1 2 y+1 , a theoretically optimal predictor is f (x)

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Prove the following result: if the loss function is L(y, y) = In y+ 1 2 y+1 , a theoretically optimal predictor is f (x) = exp[E{In(y + 1|ac)}] - 1

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