The fundamental theory of optimal “Anti-Bayesian” parametric pattern classification using order statistics criteria

► We present the pioneering results concerning “Anti-Bayesian” optimal PR. ► These new techniques use order statistics (OS) criteria in classification. ► These results give a formal rationale for Border Identification algorithms.