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Anglický jazyk
Support Vector Machines and Their Application in Chemistry and Biotechnology
Autor: Yizeng Liang
"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... Viac o knihe
Na objednávku
201.40 €
bežná cena: 212.00 €
O knihe
"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"--
- Vydavateľstvo: CRC Press
- Rok vydania: 2011
- Formát: Hardback
- Rozmer: 240 x 161 mm
- Jazyk: Anglický jazyk
- ISBN: 9781439821275
