Adapt Bagging to Nearest Neighbor Classifiers

Author:

Zhou Zhi-Hua,Yu Yang

Publisher

Springer Science and Business Media LLC

Subject

Computational Theory and Mathematics,Computer Science Applications,Hardware and Architecture,Theoretical Computer Science,Software

Reference17 articles.

1. Dietterich T G. Ensemble Learning. The Handbook of Brain Theory and Neural Networks, 2nd edition, M.A. Arbib (ed.), Cambridge, MA: MIT Press, 2002.

2. Krogh A, Vedelsby J. Neural Network Ensembles, Cross Validation, and Active Learning. In Advances in Neural Information Processing Systems 7, Tesauro G, Touretzky D S, Leen T K (eds.), Cambridge, MA: MIT Press, 1995, pp. 231?238.

3. Kuncheva L J, Whitaker C J. Measures of diversity in classifier ensembles. Machine Learning, 2003, 51(2): 181?207.

4. Breiman L. Bagging predictors. Machine Learning, 1996, 24(2): 123?140.

5. Efron B, Tibshirani R. An Introduction to the Bootstrap. New York: Chapman & Hall, 1993.

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