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Proceedings Paper

Margin setting: the early years
Author(s): H. John Caulfield
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Paper Abstract

Margin Setting is very successful way to do pattern recognition. Because it differs fundamentally from prior work it has proved difficult for me to understand even though I invented it years ago and even though it has proved easy to apply and extremely effective. It took me years to understand what I was doing in any fundamental way. Now that I have begun to understand it, the mystery of its success is removed. Its full effects are not well understood, so there is still important basic research to be done. And, the advantages of Margin Setting over prior methods have proved substantial. There seem to me no remaining barriers to its widespread use.

Paper Details

Date Published: 16 September 2011
PDF: 7 pages
Proc. SPIE 8134, Optics and Photonics for Information Processing V, 813407 (16 September 2011); doi: 10.1117/12.889270
Show Author Affiliations
H. John Caulfield, Alabama A&M Univ. (United States)


Published in SPIE Proceedings Vol. 8134:
Optics and Photonics for Information Processing V
Khan M. Iftekharuddin; Abdul Ahad Sami Awwal, Editor(s)

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