Abstract: In the last few years, the support vector machine (SVM) method has motivated new interest in kernel regression techniques. Although the SVM has been shown to exhibit excellent generalization ...

fast algorithm linear-regression least-squares pca principal-component-analysis linear-models partial-least-squares-regression pls partial-least-squares weighted-regression weighted-least-squares ...