Carte Support Vector Machine In Chemistry Nianyi Chen

Support Vector Machine In Chemistry

Limbă: engleză
Legare: Copertă tare
Disponibilitate: șansă 50%
Şanse de a obține acest titlu
787.70 lei
In recent years, the support vector machine (SVM), a new data processing method, has been applied to...

Informații despre carte

Limbă
engleză
Legare
Carte - Copertă tare
Publicat
2004
Pagini
344
EAN
9789812389220
ISBN
9812389229
Enbook ID
05067819
Greutate
612
Dimensiuni
163 x 232 x 23

Descriere completă

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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