IEEE - Institute of Electrical and Electronics Engineers, Inc. - Sample size calculation from specified RMS of the resubstitution error for linear classifiers

2009 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS)

Author(s): Zollanvari, A. ; Braga-Neto, U.M. ; Dougherty, E.R.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2009
Conference Location: Minneapolis, MN, USA, USA
Conference Date: 17 May 2009
Page(s): 1 - 2
ISBN (CD): 978-1-4244-4762-6
ISBN (Paper): 978-1-4244-4761-9
DOI: 10.1109/GENSIPS.2009.5174333
Regular:

Error estimation must be used to find the accuracy of a designed classifier, an issue that is critical in biomarker discovery. This paper applies analytical results derived previously by the... View More

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