Use of Bootstrap Samples in Quadratic Classifier Design

Barcelona, Spain September 03-September 08

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http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.906193

15th International Conference on Patt ...

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	T. Miyamoto, Y. Hamamoto, Y. Mitani, "Use of Bootstrap Samples in Quadratic Classifier Design," Pattern Recognition, International Conference on, vol. 2, pp. 2789, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 2, 2000.

	BibTex	x
	@article{ 10.1109/ICPR.2000.906193, author = {T. Miyamoto and Y. Hamamoto and Y. Mitani}, title = {Use of Bootstrap Samples in Quadratic Classifier Design}, journal ={Pattern Recognition, International Conference on}, volume = {2}, year = {2000}, isbn = {0-7695-0750-6}, pages = {2789}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2000.906193}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Pattern Recognition, International Conference on TI - Use of Bootstrap Samples in Quadratic Classifier Design SN - 0-7695-0750-6 SP EP A1 - T. Miyamoto, A1 - Y. Hamamoto, A1 - Y. Mitani, PY - 2000 VL - 2 JA - Pattern Recognition, International Conference on ER -

T. Miyamoto, Yamaguchi University

Y. Hamamoto, Yamaguchi University

Y. Mitani, Yamaguchi Junior College

In this paper, we propose to use bootstrap samples in designing an extended quadratic classifier. The proposed method is to generate bootstrap samples, which have much information about distributions, and to optimize the extended quadratic classifier so that the error estimated by using bootstrap samples is minimized. The performance of the proposed classifier is demonstrated on real data.

Citation:

T. Miyamoto, Y. Hamamoto, Y. Mitani, "Use of Bootstrap Samples in Quadratic Classifier Design," icpr, vol. 2, pp.2789, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 2, 2000

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