A GRADIENT BASED TRAINING METHOD FOR A SUPPORT VECTOR MACHINE

摘要

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.