A New Variational Model for Binary Classification in the Supervised Learning Context

Carlos David Brito Pacheco, Carlos Francisco Brito Loeza

We examine the supervised learning problem in its continuous setting and give a general optimality condition through techniques of functional analysis and the calculus of variation…