Efficient model and feature selection for SVM in biomedical data analysis

In this thesi, we proposed to improve the model selection techniques for L2-SVMs and LS-SVMs. A new feature seletion algorithm is also proposed for LS-SVMs.

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Bibliographic Details
Main Author: Zhao, Ying.
Other Authors: Kwoh, Chee Keong
Format: Theses and Dissertations
Published: 2008
Subjects:
Online Access:http://hdl.handle.net/10356/2582
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Institution: Nanyang Technological University

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