UTC - Université de Technologie de Compiègne (Université de Technologie de Compiègne - Centre de Recherche de Royallieu - rue du Docteur Schweitzer- CS 60319 - 60203 COMPIEGNE Cedex - France)
Abstract : In this paper we propose a new dichotomic linear discrimination algorithm based on a criterion recursively defined from the min and max functions. This criterion allows us, using a gradient algorithm, to find two hyperplanes which split two classes in an optimal way. We give two examples of the possibilities of the method.
https://hal.archives-ouvertes.fr/hal-00340822
Contributor : Philippe Castagliola <>
Submitted on : Tuesday, May 19, 2020 - 5:28:20 PM Last modification on : Tuesday, January 5, 2021 - 4:26:19 PM
Philippe Castagliola, Bernard Dubuisson. Two Classes Linear Discrimination, a Min-Max Approach. Pattern Recognition Letters, Elsevier, 1989, 10, pp.281-287. ⟨hal-00340822⟩