Efficient model and feature selection for SVM in biomedical data analysis

• 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
• Institution: Nanyang Technological University

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.