IEEE - Institute of Electrical and Electronics Engineers, Inc. - Performance of linear discriminant analysis in stochastic settings

ICASSP 2013 - IEEE International Conference on Acoustics, Speech and Signal Processing

Author(s): Amin Zollanvari ; Jianping Hua ; Edward R. Dougherty
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2013
Conference Location: Vancouver, BC, Canada
Conference Date: 26 May 2013
Page(s): 3,437 - 3,441
ISBN (Electronic): 978-1-4799-0356-6
ISSN (Paper): 1520-6149
DOI: 10.1109/ICASSP.2013.6638296
Regular:

This paper provides, for the first time, exact analytical expressions for the first moment of the true error of linear discriminant analysis (LDA) when the data are univariate and taken from two... View More

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