Comments on "Independence, Measurement Complexity, and Classification Performance"

Abstract

Chandrasekaran and Jain [1] presented conditions under which the mean correct classification probability has a limit of one. Their conditions, however, are not sufficient to guarantee that this limit is reached monotonically. Thus local peaking is possible. Additional comments are made on their example on binary measurements.