Issue No. 06 - June (1983 vol. 5)
D. A. Landgrebe , Engineering Experiment Station, Purdue University, West Lafayette, IN 47906.
H. M. Kalayeh , Object Recognition Systems, Inc., Princeton, NJ 08540.
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.
D. A. Landgrebe, H. M. Kalayeh, "Predicting the Required Number of Training Samples", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 5, no. , pp. 664-667, June 1983, doi:10.1109/TPAMI.1983.4767459