IEEE - Institute of Electrical and Electronics Engineers, Inc. - Support Vector Machine Algorithm Based on Kernel Hierarchical Clustering for Multiclass Classification

2010 International Conference on Electrical and Control Engineering (ICECE)

Author(s): Huaitie Xiao ; Fasheng Sun ; Yongsheng Liang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2010
Conference Location: Wuhan, China, China
Conference Date: 25 June 2010
Page(s): 2,201 - 2,204
ISBN (CD): 978-0-7695-4031-3
ISBN (Electronic): 978-1-4244-6881-2
ISBN (Paper): 978-1-4244-6880-5
DOI: 10.1109/iCECE.2010.542
Regular:

Decision-tree-based multiclass support vector machine (DTSVM) can solve the problem of unclassified regions that exists in the conventional SVM. But the classification precision and generalization... View More

Advertisement