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Support Vector Machines and Their Application in Chemistry and Biotechnology

By Yizeng Liang

Support Vector Machines and Their Application in Chemistry and Biotechnology Medicine

Support Vector Machines and Their Application in Chemistry and Biotechnology

By Yizeng Liang

0 - Default Title
Description
"Support vector machines (SVMs), a promising machine learning method, is a powerful tool for chemical data analysis and for modeling complex physicochemical and biological systems. It is of growing interest to chemists and has been applied to problems in such areas as food quality control, chemical reaction monitoring, metabolite analysis, QSAR/QSPR, and toxicity. This book presents the theory of SVMs in a way that is easy to understand regardless of mathematical background. It includes simple examples of chemical and OMICS data to demonstrate the performance of SVMs and compares SVMs to other traditional classification/regression methods"--
Product details
Edition:
1
Number of Pages:
212
Release Date:
2011-05-09
Publication Date:
2011-05-09
Publisher:
CRC Press
Languages:
Original: English
ISBN10:
1439821275
ISBN13:
9781439821275
Weight:
487 g
Height:
161 cm
Width:
240 cm
Thickness:
16 cm
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