1. A recognition system, comprising: a density model identifier component that identifies a plurality of density models for each of at least two classes that are employed in connection with recognition; and an optimization component that identities a subset of the models for employment in a recognition application, the optimization component in identifying the subset selects one model per class such that an optimization is achieved based, at least in part, as a function of classification accuracy.