IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Dynamic AdaBoost Algorithm With Adaptive Changes of Loss Function

Author(s): Yunlong Gao ; Guoli Ji ; Zijiang Yang ; Jinyan Pan
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 November 2012
Volume: 42
Page Count: 14
Page(s): 1,828 - 1,841
ISSN (Paper): 1094-6977
ISSN (Online): 1558-2442
DOI: 10.1109/TSMCC.2012.2227471
Regular:

AdaBoost is a method to improve a given learning algorithm's classification accuracy by combining its hypotheses. Adaptivity, one of the significant advantages of AdaBoost, makes AdaBoost maximize... View More

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