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Více informací o knize Support Vector Machines and Their Application in Chemistry and Biotechnology

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• Anotace
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Anotace knihy

"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"--

Parametry knihy

Zařazení knihy Knihy v angličtině Medicine Medicine: general issues Medical equipment & techniques

• Plný název: Support Vector Machines and Their Application in Chemistry and Biotechnology
• Autor: Dong-Sheng Cao
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 211
• EAN: 9781439821275
• ISBN: 9781439821275
• ID: 06725573
• Nakladatelství: Taylor & Francis Inc
• Hmotnost: 428 g
• Rozměry: 235 × 151 × 20 mm
• Datum vydání: 09. May 2011

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