Rotation Forest and Random Oracles: Two Classifier Ensemble Methods

CC
CBMS
2007
Twentieth IEEE International Symposium on Computer-Based Medical Systems (CBMS'07)
Abstract - Rotation Forest and Random Oracles: Two Classifier Ensemble Methods

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Twentieth IEEE International Symposium on Computer-Based Medical Systems (CBMS'07)

Rotation Forest and Random Oracles: Two Classifier Ensemble Methods (PDF)

Maribor, Slovenia

June 20-June 22

ISBN: 0-7695-2905-4

	ASCII Text	x
	Juan J. Rodriguez, "Rotation Forest and Random Oracles: Two Classifier Ensemble Methods," Computer-Based Medical Systems, IEEE Symposium on, pp. 3, Twentieth IEEE International Symposium on Computer-Based Medical Systems (CBMS'07), 2007.

	BibTex	x
	@article{ 10.1109/CBMS.2007.94, author = {Juan J. Rodriguez}, title = {Rotation Forest and Random Oracles: Two Classifier Ensemble Methods}, journal ={Computer-Based Medical Systems, IEEE Symposium on}, volume = {0}, year = {2007}, issn = {1063-7125}, pages = {3}, doi = {http://doi.ieeecomputersociety.org/10.1109/CBMS.2007.94}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Computer-Based Medical Systems, IEEE Symposium on TI - Rotation Forest and Random Oracles: Two Classifier Ensemble Methods SN - 1063-7125 SP EP A1 - Juan J. Rodriguez, PY - 2007 KW - null VL - 0 JA - Computer-Based Medical Systems, IEEE Symposium on ER -

Juan J. Rodriguez, Member, IEEE; University of Valladolid, Spain

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CBMS.2007.94

Classification methods are widely used in computer-based medical systems. Often, the accuracy of a classifier can be improved using a classifier ensemble, the combination of several classifiers. Two classifiers ensembles and their results on several medical data sets will be presented: Rotation Forest (Rodr?guez, Kuncheva and Alonso) and Random Oracles (Kuncheva and Rodr?guez).

Citation:

Juan J. Rodriguez, "Rotation Forest and Random Oracles: Two Classifier Ensemble Methods," cbms, pp.3, Twentieth IEEE International Symposium on Computer-Based Medical Systems (CBMS'07), 2007

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