Support Vector Machines : Optimization Based Theory, Algorithms, and Extensions PDF
by Naiyang (China Agricultural University, Beijing, China) Deng, Yingjie (Chinese Academy of Sciences, Beijing, China) Tian, Chunhua Zhang
Part of the Chapman & Hall/CRC Data Mining and Knowledge Discovery Series series
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Description
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
Information
-
Download - Immediately Available
- Format:PDF
- Pages:363 pages
- Publisher:Taylor & Francis Ltd
- Publication Date:17/12/2012
- Category:
- ISBN:9781439857939
Information
-
Download - Immediately Available
- Format:PDF
- Pages:363 pages
- Publisher:Taylor & Francis Ltd
- Publication Date:17/12/2012
- Category:
- ISBN:9781439857939
