Question: Y is the label for two classes ( 0 and 1 ) and X is the feature vector. Let Y be the classification result for

Y is the label for two classes (0 and 1) and X is the feature vector. Let Y be the classification
result for a case with observed X. A classifer returns Y according to some function h(X). In
the Bayes classifier
 Y is the label for two classes (0 and 1) and

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