Distributed Support Vector Ordinal Regression over Networks

Distributed Support Vector Ordinal Regression over Networks

Ordinal regression methods are widely used to predict the ordered labels of data, among which support vector ordinal regression (SVOR) methods are popular because of their good generalization. In many realistic circumstances, data are collected by a distributed network. In order to protect privacy o...

Full description

Bibliographic Details
Main Authors: Huan Liu, Jiankai Tu, Chunguang Li
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Entropy
Subjects:
ordinal regression
support vector machine
support vector ordinal regression
distributed algorithm
subgradient method
Online Access:https://www.mdpi.com/1099-4300/24/11/1567

Internet

https://www.mdpi.com/1099-4300/24/11/1567

Similar Items