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1. Often in binary classification we are interested in the differences in the output of our current classifier, g. and an unknown function f that
1. Often in binary classification we are interested in the differences in the output of our current classifier, g. and an unknown function f that we are trying to learn. It is common in these crises to examine the quantity produced by /(xly(x) for a given input a. For this problem, let D he an arbitrary distribution on the domain (-1, 1)", and let f.g: {-1,1)" - {-1, 1) be two Boolean functions. (a) Prove that P..alfix) ofril =
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