Discriminative Models (aka Conditional Models)

Discriminative models are also known as conditional models.  They are used in Machine Learning to model the dependence of unobserved variables on observed variables, modeled probabilistically using P(y|x), where y is the unobserved variable vector, and x is the observed variable vector.