Perturbation to enhance support vector machines for classification

JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

卷:163

Article; Proceedings Paper

To, KN ; Lim, CC

关键词: optimisation;    perturbation;    machine learning;   

DOI  :  10.1016/j.cam.2003.08.068

来源: Elsevier

【 摘 要 】

This paper presents a perturbation method to obtain a sensitivity measure of trained solution from a set of input patterns using support vector machine learning. Applying to classify images of binary classes, the sensitivity measure adds ability to extract content of interest of images for two classes in image classification. (C) 2003 Elsevier B.V. All rights reserved.

【 授权许可】

Free