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Consider a multiclass classifier f that is constant as a function of the feature vector x , that is , it always outputs the same

Consider a multiclass classifier f that is constant as a function of the feature vector x, that
is, it always outputs the same label k in {1,..., K}, where K is the number of classes. Let
\pi k denote the prior class probability of class k. In terms of \pi 1,...,\pi K , what class should the
classifier output to achieve the smallest probability of error (amo

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