A novel fuzzy support vector machine based on the confidence

• Published in: 2012 5th International Conference on Biomedical Engineering and Informatics pp. 1542 - 1546
• Main Authors: Sidong Xian, Jie Xia, Dong Qiu, Yonghong Li
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2012
• Subjects: Confidence; Fuzzy membership function; Fuzzy Supper Vector Machine; Kernel function; Supper Vector Machine

In this paper, we have focused on a proper fuzzy membership function of the fuzzy support vector machine (FSVM). And we propose a novel fuzzy membership function for fuzzy Supper vector Machines (NFSVM) based on the confidence in the theory of uncertainty. The fuzzy membership function is calculated...