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:	DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences
Online Access:	http://hdl.handle.net/10356/2582
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Institution:	Nanyang Technological University

id	sg-ntu-dr.10356-2582
record_format	dspace
spelling	sg-ntu-dr.10356-25822023-03-04T00:31:18Z Efficient model and feature selection for SVM in biomedical data analysis Zhao, Ying. Kwoh, Chee Keong School of Computer Engineering DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences 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. Master of Engineering (SCE) 2008-09-17T09:05:47Z 2008-09-17T09:05:47Z 2005 2005 Thesis http://hdl.handle.net/10356/2582 Nanyang Technological University application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
topic	DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences
spellingShingle	DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences Zhao, Ying. Efficient model and feature selection for SVM in biomedical data analysis
description	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.
author2	Kwoh, Chee Keong
author_facet	Kwoh, Chee Keong Zhao, Ying.
format	Theses and Dissertations
author	Zhao, Ying.
author_sort	Zhao, Ying.
title	Efficient model and feature selection for SVM in biomedical data analysis
title_short	Efficient model and feature selection for SVM in biomedical data analysis
title_full	Efficient model and feature selection for SVM in biomedical data analysis
title_fullStr	Efficient model and feature selection for SVM in biomedical data analysis
title_full_unstemmed	Efficient model and feature selection for SVM in biomedical data analysis
title_sort	efficient model and feature selection for svm in biomedical data analysis
publishDate	2008
url	http://hdl.handle.net/10356/2582
_version_	1759854313509748736

Efficient model and feature selection for SVM in biomedical data analysis

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