Question: 4. Bayes Classifier. Suppose that Y = {0,1} and P(Y = 1) = 1/2. The distribution of X Y = 0 is discrete and

4. Bayes Classifier. Suppose that Y = {0,1} and P(Y = 1)

4. Bayes Classifier. Suppose that Y = {0,1} and P(Y = 1) = 1/2. The distribution of X Y = 0 is discrete and is specified by P(X=1|Y=0)=1/3 P(X=2Y = 0) = 2/3. The distribution of X Y = 1 is discrete and is given by P(X=2Y = 1) = 1/3 P(X=3|Y= 1) = 2/3. Find the Bayes Classifier (also called as Bayes optimal classification rule).

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