In this paper, we develop a decision-theoretic frameworkfor evaluating data mining systems, which employ classification …

We propose a computer intensive method for linear dimension reduction which minimizes the classification error directly … optimal classification to classical discriminant analysis (McLachlan 1992). Special emphasis is put on the case when …