Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions

1st Edition

Naiyang Deng, Yingjie Tian, Chunhua Zhang

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Chapman and Hall/CRC
Published December 17, 2012
Reference - 363 Pages
ISBN 9780429110283 - CAT# KE80427

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Summary

Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector machines (SVMs)-classification problems and regression problems. The book emphasizes the close connection between optimization theory and SVMs since optimization is one of the pillars on which

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