Title: When is the mode functional the Bayes classifier?,
Abstract: In classification problems, the mode of the conditional probability
distribution, i.e., the most probable category, is the Bayes classifier under
zero-one or misclassification loss. Under any other cost structure, the mode
fails to persist.