Naiyang Deng & Yingjie Tian 
Support Vector Machines [PDF ebook] 
Optimization Based Theory, Algorithms, and Extensions

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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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语言 英语 ● 格式 PDF ● 网页 363 ● ISBN 9781439857939 ● 出版者 CRC Press ● 发布时间 2012 ● 下载 6 时 ● 货币 EUR ● ID 2659614 ● 复制保护 Adobe DRM
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