Componentwise Least Squares Support Vector Machines

Kristiaan Pelckmans, Ivan Goethals, Jos De Brabanter +2

This chapter describes componentwise Least Squares Support Vector Machines (LS-SVMs) for the estimation of additive models consisting of a sum of nonlinear components. The primal-d…