Testores generalizados

Abstract

Starting from the general formulation of a supervised pattern recognition problem, the concepts of generalized testor (g-testor) and generalized typical testor are defined, and it is proved that all definitions of testor given up to the present, are particular cases of g-testors. The main definitions given here, and several properties enunciated, were published in Lazo-Cortés (1994), but all proofs and some other relations between the definitions of testor and g-testor were not included in that paper.

Keywords: pattern recognition, testor, feature selection, feature relevance.