Efficient model and feature selection for SVM in biomedical data analysis

• المؤلف الرئيسي: Zhao, Ying.
• مؤلفون آخرون: Kwoh, Chee Keong
• التنسيق: Theses and Dissertations
• منشور في: 2008
• الموضوعات: DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences
• الوصول للمادة أونلاين: http://hdl.handle.net/10356/2582

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.