PERSONAL DE APOYO
NAVONE Hugo Daniel
congresos y reuniones científicas
Título:
Variations on a Kernel-Adatron Theme
Autor/es:
NAVONE, HUGO D.; DOWNS, T.
Lugar:
Buenos Aires
Reunión:
Conferencia; VII International Congress on Information Engineering; 2001
Institución organizadora:
UBA
Resumen:
The Kernel-Adatron (KA) algorithm was recently introduced as an alternative to quadratic programming for training support vector machines. In this paper we investigate three variants of the original KA algorithm and demonstrate through examples that they deliver excellent accuracy. The examples also show that one of these variants has rather different learning properties to the other two.
