bagging， boosting

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#bagging #boosting #online boosting #adaboost #特征选择

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本文综述了集成学习中各类算法，包括OfflineBagging、OfflineBoosting、adaboost、OnlineBagging、OnlineBoosting及其在特征选择上的应用，探讨了它们在机器学习领域的贡献与潜力。

本文将介绍Offline Bagging，Offline Boosting，adaboost，Online Bagging，Online Boosting，Offline Boosting应用于特征选择，Online Boosting应用于特征选择等算法。

参考文献

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[3] Oza N C. Online bagging and boosting[C]//Systems, man and cybernetics, 2005 IEEE international conference on: IEEE, 2005, p. 2340-2345.

[4] Oza N C, Russell S, Online ensemble learning [M]: University of California, Berkeley, 2001

[5] Tieu K, Viola P. Boosting image retrieval[J]. International Journal of Computer Vision, 2004, 56(1-2): 17-36.

[6] Grabner H, Bischof H. On-line boosting and vision[C]//Computer Vision and Pattern Recognition, 2006 IEEE Computer Society Conference on: IEEE, 2006, p. 260-267.