Książka Support Vector Machine In Chemistry Nianyi Chen

Support Vector Machine In Chemistry

Język: Angielski
Oprawa: Twarda
Dostępność: 50 % szansa
Przeszukamy cały świat
611.67
In recent years, the support vector machine (SVM), a new data processing method, has been applied to...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2004
strony
344
EAN
9789812389220
ISBN
9812389229
Enbook ID
05067819
Waga
612
Wymiary
163 x 232 x 23

Pełny opis

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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