IEEE - Institute of Electrical and Electronics Engineers, Inc. - Text Classificationg for Imbalanced Data Sets

2008 International Symposium on Information Science and Engineering (ISISE)

Author(s): Yanling Li ; Yehang Zhu ; Ping Yang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2008
Conference Location: Shanghai, China
Conference Date: 20 December 2008
Volume: 2
Page(s): 778 - 781
ISBN (Paper): 978-1-4244-2727-4
DOI: 10.1109/ISISE.2008.89
Regular:

Imbalanced data set has caused a significant drawback of the classification performance attainable by most normal machine learning algorithm. However, the samples are often imbalanced. Therefore,... View More

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