Classification by Separating Hypersurfaces: An Entropic Approach

Argimiro Arratia, Mahmoud El Daou, Henryk Gzyl

We consider the following classification problem: Given a population of individuals characterized by a set of attributes represented as a vector in ${\mathbb{R}}^N$, the goal is to…