Kniha Support Vector Machine In Chemistry Nianyi Chen

Support Vector Machine In Chemistry

Jazyk: Angličtina
Vazba: Pevná
Dostupnost: 50 % šance
Prohledáme celý svět
3 319
In recent years, the support vector machine (SVM), a new data processing method, has been applied to...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2004
Stránek
344
EAN
9789812389220
ISBN
9812389229
Enbook ID
05067819
Hmotnost
612
Rozměry
163 x 232 x 23

Kompletní popis

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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