IEEE - Institute of Electrical and Electronics Engineers, Inc. - Multiclass classification based on binary classifiers: On coding matrix design, reliability and maximum number of classes

2009 IEEE International Workshop on Machine Learning for Signal Processing (MLSP)

Author(s): Voloshynovskiy, S. ; Koval, O. ; Beekhof, F. ; Holotyak, T.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2009
Conference Location: Grenoble, France, France
Conference Date: 1 September 2009
Page(s): 1 - 6
ISBN (CD): 978-1-4244-4948-4
ISBN (Paper): 978-1-4244-4947-7
ISSN (CD): 1551-2541
DOI: 10.1109/MLSP.2009.5306207
Regular:

In this paper, we consider the multiclass classification problem based on independent set of binary classifiers. Each binary classifier represents the output of quantized projection of training... View More

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