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Support Vector Machines and Their Application in Chemistry and Biotechnology

Yizeng Liang, Qing-Song Xu, Hong-Dong Li, Dong-Sheng Cao




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 | #12948981 in Books |  2011-05-09 | Original language:English | PDF # 1 |  9.20 x.60 x6.10l,1.00 | File type: PDF | 211 pages

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Support vector machines (SVMs) are used in a range of applications, including drug design, food quality control, metabolic fingerprint analysis, and microarray data-based cancer classification. While most mathematicians are well-versed in the distinctive features and empirical performance of SVMs, many chemists and biologists are not as familiar with what they are and how they work. Presenting a clear bridge between theory and application, Support Vector Machi...

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