Incremental Reduced Least Squares Twin Support Vector Regression

Incremental Reduced Least Squares Twin Support Vector Regression

In the incremental least squares twin support vector regression, to solve the problem that the constituted kernel matrix cannot approximate the original kernel matrix well, this paper proposes an incremental reduced least squares twin support vector regression (IRLSTSVR) algorithm. Firstly, in order...

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Bibliographic Details
Main Author: CAO Jie, GU Binjie, XIONG Weili, PAN Feng
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2021-03-01
Series:Jisuanji kexue yu tansuo
Subjects:
least squares
twin support vector regression (tsvr)
reduced method
incremental learning
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2603.shtml

Internet

http://fcst.ceaj.org/CN/abstract/abstract2603.shtml

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