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(Solved): [3 points] Consider binary classification with Y={-1,1} with the loss function l(-1,-1)=l(1,1)= 0 an ...



[3 points] Consider binary classification with Y={-1,1} with the loss function l(-1,-1)=l(1,1)= 0 and l(-1,1)=c_(-)>0 (cost of a false positive), l(1,-1)=c_(+)>0 (cost of a false negative). Compute a Bayes predictor at x=x as a function of E[Y|x=x].


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