Coverart for item
The Resource Support vector machine in chemistry, Nianyi Chen ... [et al.], (electronic book)

Support vector machine in chemistry, Nianyi Chen ... [et al.], (electronic book)

Label
Support vector machine in chemistry
Title
Support vector machine in chemistry
Statement of responsibility
Nianyi Chen ... [et al.]
Contributor
Subject
Language
eng
Summary
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
Cataloging source
CaPaEBR
Illustrations
illustrations
Index
index present
LC call number
QD39.3.E46
LC item number
S95 2004eb
Literary form
non fiction
Nature of contents
  • standards specifications
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Chen, Nianyi
http://library.link/vocab/subjectName
  • Chemistry
  • Chemistry, Technical
  • Machine learning
Label
Support vector machine in chemistry, Nianyi Chen ... [et al.], (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 319-327) and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
ebr10255850
Dimensions
unknown
Extent
x, 331 p.
Form of item
electronic
Isbn
9789812389220
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Original version note
Original electronic resource
Other physical details
ill.
Reproduction note
Electronic resource.
Specific material designation
remote
Label
Support vector machine in chemistry, Nianyi Chen ... [et al.], (electronic book)
Publication
Bibliography note
Includes bibliographical references (p. 319-327) and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
ebr10255850
Dimensions
unknown
Extent
x, 331 p.
Form of item
electronic
Isbn
9789812389220
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Original version note
Original electronic resource
Other physical details
ill.
Reproduction note
Electronic resource.
Specific material designation
remote

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