Chance-corrected classification for use in discriminant analysis: ecological applications.

Abstract

A method for evaluating the classification table from a discriminant analysis is described. The statistic (kappa ) is useful to ecologists in that it removes the effects of chance. It is useful even with equal group samples sizes although the need for a chance-corrected measure of prediction becomes greater with more dissimilar group sample sizes. -from Authors