IEEE - Institute of Electrical and Electronics Engineers, Inc. - Active Learning for kNN Based on Bagging Features

2008 Fourth International Conference on Natural Computation (ICNC)

Author(s): Shuo Shi ; Yuhai Liu ; Yuehua Huang ; Shihua Zhu ; Yong Liu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2008
Conference Location: Jinan, China
Conference Date: 18 October 2008
Volume: 7
Page(s): 61 - 64
ISBN (Paper): 978-0-7695-3304-9
DOI: 10.1109/ICNC.2008.868
Regular:

Ensemble methods that train multiple learners and then combine their predictions have been shown to be very effective in supervised learning. But bagging does not work very well in some case, such... View More

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