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Support Vector Machine in Chemistry download ebook

Support Vector Machine in Chemistry download ebook

Support Vector Machine in Chemistry.cLi Guozheng
Support Vector Machine in Chemistry
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Author: Li Guozheng
Number of Pages: 344 pages
Published Date: 30 Sep 2004
Publisher: World Scientific Publishing Co Pte Ltd
Publication Country: Singapore, Singapore
Language: English
Type: eBook
ISBN: 9789812389220
Download Link: Support Vector Machine in Chemistry
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In recent years, the support vector machine (SVM), a new data processing method, has been applied to many fields of chemistry and chemical technology. Compared with some other data processing methods, SVM is especially suitable for solving problems of small sample size, with superior prediction performance. SVM is fast becoming a powerful tool of chemometrics. This book provides a systematic approach to the principles and algorithms of SVM, and demonstrates the application examples of SVM in QSAR/QSPR work, materials and experimental design, phase diagram prediction, modeling for the optimal control of chemical industry, and other branches in chemistry and chemical technology.

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