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Considering the one dimension input vector and that . Also, consider two observations and the objective function . The observed data pairs are and all

Considering the one dimension input vector image text in transcribed and that image text in transcribed. Also, consider two observations image text in transcribed and the objective function image text in transcribed.

The observed data pairs are image text in transcribed and all the hypotheses image text in transcribed are in the form image text in transcribed.

(1) Find an analytical expression for the mean function image text in transcribed where image text in transcribed is the hypothesis chosen when the data set is image text in transcribed.

(2) Compute image text in transcribed, bias and variance.

 
X = 2 {C1,12 f(0) = 1 D= {(x1,x),(22, 23) X = 2 {C1,12 f(0) = 1 D= {(x1,x),(22, 23)

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