IEEE - Institute of Electrical and Electronics Engineers, Inc. - Multiclass Imbalance Problems: Analysis and Potential Solutions

Author(s): Shuo Wang ; Xin Yao
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2012
Volume: 42
Page Count: 12
Page(s): 1,119 - 1,130
ISSN (Paper): 1083-4419
ISSN (Online): 1941-0492
DOI: 10.1109/TSMCB.2012.2187280
Regular:

Class imbalance problems have drawn growing interest recently because of their classification difficulty caused by the imbalanced class distributions. In particular, many ensemble methods have... View More

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