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ECOC and boosting with multi-layer perceptrons

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2 Author(s)
S. Hauger ; Centre for Vision, Speech & Signal Process., Surrey Univ., Guildford, UK ; T. Windeatt

The combination of boosting and ECOC with multilayer perceptron base classifiers is experimentally evaluated for a problem in pose classification. While accuracy compared with ECOC is not improved, boosted ECOC ensembles are less sensitive to tuning parameters.

Published in:

Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on  (Volume:3 )

Date of Conference:

23-26 Aug. 2004