On the probability of error and the expected Bhattacharyya distance in multiclass pattern recognition
C. CHITTI BABU · Proceedings of the IEEE · 1972
A relationship between the probability of misrecognition and the expected Bhattacharyya distance is examined, and it is shown that the maximization of the mean Bhattacharyya distance minimizes an upper bound on the error probability.