A Derivation of the Generalized Bayes Classifier MpC pY q, then there exists a regression-thresholding classifier pY P argmax MpC

For the time being, taking Equation (7) as fact, we complete the rest of the proof. Combining Equation (7) and the tower property of conditional expectation, we have "