title: Predicting the required number of training samples.
abstract: In this paper a criterion which measures the quality of the estimate of the covariance matrix of a multivariate normal distribution is developed. Based on this criterion, the necessary number of training samples is predicted. Experimental results which are used as a guide for determining the number of training samples are included.
authors.affiliation: Object Recognition Systems, Inc., Princeton, NJ 08540.
authors.forename: H M
authors.initials: HM
authors.lastname: Kalayeh
authors.forename: D A
authors.initials: DA
authors.lastname: Landgrebe