Linear and quadratic discrimination in pattern recognition (Corresp.)

The class of families of density functions for which linear or quadratic discrimination is optimum is obtained. For linear discrimination, this class is the class of linear exponential families of distributions, for quadratic discrimination it is the class of quadratic exponential families.