A New Class of Bessel Kernel Functions for Support Vector Machine

A New Class of Bessel Kernel Functions for Support Vector Machine

In this paper, we construct a Bessel-class kernels for Support Vector Machine. This new class of kernels are proved that they are continuous and satisfy Mercer’s condition. The presented Bessel-class kernels can degenerate to Gaussian kernel in an infinite smooth case. Compared to the oth...

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Bibliographic Details
Main Authors: Yeqin Shao, Quan Jiang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Machine learning
support vector machine
Bessel kernel
classification
regression
Online Access:https://ieeexplore.ieee.org/document/10381694/

Internet

https://ieeexplore.ieee.org/document/10381694/

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