Chapados, Nicolas; Bengio, Yoshua - Centre Interuniversitaire de Recherche en Analyse des … - 2003
This report presents and proposes several methods to improve the capacity of generalization of the learning algorithms in a context of financial decision-making. These methods, overall, aim at controlling the capacity of the learning algorithms in order to limit the problem of the over-training,...
