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Consider the concept learning algorithm FindG, which outputs a maximally general consistent hypothesis (e.g., some maximally general member of the version space). (a) Give a
Consider the concept learning algorithm FindG, which outputs a maximally general consistent hypothesis (e.g., some maximally general member of the version space). (a) Give a distribution for P(h) and P(D1h) under which FindG is guaranteed to output a MAP hypothesis. (6) Give a distribution for P(h) and P(D1h) under which FindG is not guaranteed to output a MAP .hypothesis. (c) Give a distribution for P(h) and P(D1h) under which FindG is guaranteed to output a ML hypothesis but not a MAP hypothesis. 6
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