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Predicting the required number of training samplesA 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. Previously announced in STAR as N82-28109
Document ID
19840036237
Document Type
Reprint (Version printed in journal)
Authors
Kalayeh, H. M. (Object Recognition Systems, Inc. Princeton, NJ, United States)
Landgrebe, D. A. (Purdue University West Lafayette, IN, United States)
Date Acquired
August 12, 2013
Publication Date
November 1, 1983
Publication Information
Publication: IEEE Transactions on Pattern Analysis and Machine Intelligence
Volume: PAMI-5
ISSN: 0162-8828
Subject Category
CYBERNETICS
Funding Number(s)
CONTRACT_GRANT: NSG-5414
Distribution Limits
Public
Copyright
Other