The Community for Technology Leaders
Green Image
Issue No. 06 - June (1983 vol. 5)
ISSN: 0162-8828
pp: 664-667
D. A. Landgrebe , Engineering Experiment Station, Purdue University, West Lafayette, IN 47906.
H. M. Kalayeh , Object Recognition Systems, Inc., Princeton, NJ 08540.
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.
INDEX TERMS
CITATION
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
102 ms
(Ver 3.3 (11022016))