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A data scientist claims that we should choose such that the average correlation is smallest, because it gives us maximum reduction in the variance, thus

A data scientist claims that we should choose such that the average correlation is smallest, because it gives us maximum reduction in the variance, thus maximum reduction in the expected prediction error. True or false? Justify your answer.

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