Question: Prompt Text 2 ( Total Points: 9 ) : Consider an output variable Y satisfying Y = X _ 1 ^ 2 + 3 X

Prompt Text 2(Total Points: 9): Consider an output variable Y satisfying Y = X_1^2+3X^2+\epsilon, where E ~ N(0,2).[Refer to Prompt 2] If the inputs are (x1, x2)=(10,1), what would be the optimalpredicted output Y ?(in the least-squares sense)?Input answer as an integer number

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