*case based reasoning*scheme through separable data transformations is considered in this chapter. Particular attention is paid to linear transformations of multidimensional data on visualising planes. Separable linear transformations are based both on solutions of eignevalue problems used in the

*principal componet analysis*or in the

*discriminant analysis*...