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Support Vector Machine In Chemistry
Language
English
English
Book
Hardback
In recent years, the support vector machine (SVM), a new data processing method, has been applied to...
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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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About the book
Full name
Support Vector Machine In Chemistry
Author
Nianyi Chen, Wencong Lu, Jie Yang, Guozheng Li
Language
English
English
Binding
Book - Hardback
Date of issue
2004
Number of pages
344
EAN
9789812389220
ISBN
9812389229
Libristo code
05067819
Publishers
World Scientific Publishing Co Pte Ltd
Weight
612
Dimensions
163 x 232 x 23
Categories
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