THEORIES AND METHODS IN CLASSIFICATION: A REVIEW
THEORIES AND METHODS IN CLASSIFICATION: A REVIEW
This chapter discusses the theories and methods used in classification. It presents a general theory regarding classification into known distributions, rules based on ranks, rules based on tolerance regions, rules based on distances between empirical CDFs, nearest neighbor rules, rules with density estimates, nonparametric or distribution-free methods, classification into more …