Question: 4.2 Show that for the squared loss, (u) = (1 + u)2, the statement of Theorem 4.7 holds with s = 2 and c =

4.2 Show that for the squared loss, (u) = (1 + u)2, the statement of Theorem 4.7 holds with s = 2 and c = 1 2 and therefore that the excess error can be upper bounded as follows:

R(h) ???? R

L(h) ???? L

1 2 :

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