IEEE - Institute of Electrical and Electronics Engineers, Inc. - Facing Imbalanced Classes through Aggregation of Classifiers

2007 14th International Conference on Image Analysis and Processing - ICIAP 2007

Author(s): M. Molinara ; M.T. Ricamato ; F. Tortorella
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2007
Conference Location: Modena, Italy
Conference Date: 10 September 2007
Page(s): 43 - 48
ISBN (Paper): 978-0-7695-2877-9
DOI: 10.1109/ICIAP.2007.4362755
Regular:

Two class classification problems in real world are often characterized by imbalanced classes. This is a serious issue since a classifier trained on such a data distribution typically exhibits a... View More

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