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Support vector machines for pattern classification [Elektronski vir]Abe, Shigeo, 1947-A guide on the use of SVMs in pattern classification, including a rigorous performance comparison of classifiers and regressors. The book presents architectures for multiclass classification and ... function approximation problems, as well as evaluation criteria for classifiers and regressors. Features: Clarifies the characteristics of two-class SVMs; Discusses kernel methods for improving the generalization ability of neural networks and fuzzy systems; Contains ample illustrations and examples; Includes performance evaluation using publicly available data sets; Examines Mahalanobis kernels, empirVrsta gradiva - e-knjigaIzdaja - 2nd ed.Založništvo in izdelava - London : Springer, ©2010Jezik - angleškiISBN - 978-1-84996-098-4; 1-84996-098-4COBISS.SI-ID - 1542612191
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SpringerLink e-books 2008-2012Celotno besedilo dostopno za uporabnike SpringerLink slovenskega konzorcija neprofitnih institucij
Full text accessible to the users of SpringerLink Slovenian Consortium of Non-Profit Institutions
DOI
Avtor
Abe, Shigeo, 1947-
Teme
Text processing (Computer science) |
Pattern recognition systems |
Machine learning |
Computer science |
Informatique |
Machine learning |
Pattern recognition systems |
Text processing (Computer science) |
COMPUTERS |
Digital media |
Desktop Publishing |
COMPUTERS |
Desktop Applications |
Word Processing |
Electronic books
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