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Support Vector Machine in Chemistry
Nianyi Chen
[PDF.rx53] Support Vector Machine in Chemistry
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| #13331099 in Books | World Scientific Pub Co Inc | 2004-08-25 | Original language:English | PDF # 1 | 8.90 x.90 x6.20l,1.30 | File type: PDF | 331 pages | |
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 applicati...
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