Deriving discriminative classifiers from generative models

Elie Azeraf, Emmanuel Monfrini, Wojciech Pieczynski

We deal with Bayesian generative and discriminative classifiers. Given a model distribution $p(x,y)$, with the observation $y$ and the target $x$, one computes generative classifi…