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For each of the following pairs of true functions f(x) and model classes h(x) determine: (i) if the model class is linear; (ii) if there
For each of the following pairs of true functions f(x) and model classes h(x) determine: (i) if the model class is linear; (ii) if there is no under-fitting; and (iii) if there is no under-fitting, what is the true parameter?
(a) f(x) = 1 + 2x, and h(x) = w0 + w1x + w2x2
(b) f(x) = 1 + x + 3x2 + 4x3 , and h(x) = w0 + w1x + w2x2
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