When is the mode functional the Bayes classifier?
Tilmann Gneiting · Stat · 2017
In classification problems, the mode of the conditional probability distribution, that is, the most probable category, is the Bayes classifier under zero‐one or misclassification loss. Under any other cost structure, the mode fails to persist. ©2017 The Authors. Stat Published by John Wiley & Sons Ltd