SVD-LSSVM and its application in chemical pattern classification

DOI10.1631/JZUS.2006.A1942zbMath1116.68577MaRDI QIDQ2644487

De-Zhao Chen, Wang-Ming Hu, Shao-Hui Tao

Publication date: 3 September 2007

Published in: Journal of Zhejiang University. Science A (Search for Journal in Brave)

zbMATH Keywords

pattern classificationcross validationstructural risk minimizationsingular value decomposition (SVD)least squares support vector machine (LSSVM)hyper parameter selection

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• UCI-ml

Cites Work

• Unnamed Item
• Benchmarking least squares support vector machine classifiers
• Additive regularization trade-off: fusion of training and validation levels in kernel methods
• Chaos control using least-squares support vector machines

This page was built for publication: SVD-LSSVM and its application in chemical pattern classification