Classification and discrimination; cluster analysis (statistical aspects)

Linear Classification with Discriminant Functions and Separating Hyperplanes

Linear classification is defined not by linearity of the fitted functions but by linearity of the decision boundary: the surface separating classes is a hyperplane. Two families of methods produce su…