The Generalization of a Constructive Algorithm in Pattern Classification Problems

Neil Burgess, Silvano Di Zenzo, Paolo Ferragina, Mario Notturno Granieri

Abstract: The use of a constructive algorithm for pattern classification is examined. The algorithm, a ‘Perceptron Cascade’, has been shown to converge to zero errors whilst learning any consistent classific...