A gradient based training method for a support vector machine

Details A gradient based training method for a support vector machine A gradient based training method for a support vector machine

G - Physics

06

F

G06F 15/18 (2006.01)

Patent

CA 2405824

A training method for a support vector machine, including executing an iterative process on a training set of data to determine parameters defining the machine, the iterative process being executed on the basis of a differentiable form of a primal optimisation problem for the parameters, the problem being defined on the basis of the parameters and the data set.

La présente invention concerne un procédé d'entraînement pour une machine à vecteur de support. Ce procédé consiste à exécuter un processus itératif sur un ensemble d'entraînement de données, afin de déterminer des paramètres définissant la machine, ledit processus itératif étant exécuté sur la base d'une forme dérivable d'un problème d'optimisation primal pour les paramètres. Ce problème est défini en fonction des paramètres et de l'ensemble de données.

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