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Support Vector Machine In Chemistry Nianyi Chen Wencong Lu Jie Yang

  • SKU: BELL-1330566
Support Vector Machine In Chemistry Nianyi Chen Wencong Lu Jie Yang
$ 31.00 $ 45.00 (-31%)

4.3

88 reviews

Support Vector Machine In Chemistry Nianyi Chen Wencong Lu Jie Yang instant download after payment.

Publisher: World Scientific Publishing Company
File Extension: PDF
File size: 11.83 MB
Pages: 343
Author: Nianyi Chen, Wencong Lu, Jie Yang, Guozheng Li
ISBN: 9789812389220, 9812389229
Language: English
Year: 2004

Product desciption

Support Vector Machine In Chemistry Nianyi Chen Wencong Lu Jie Yang by Nianyi Chen, Wencong Lu, Jie Yang, Guozheng Li 9789812389220, 9812389229 instant download after payment.

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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