Regularized Least Squares Multi-Class Knowledge- Based Kernel MacHines

Name: Regularized Least Squares Multi-Class Knowledge- Based Kernel MacHines
Price: 58.97 USD
Availability: InStock
ISBN: 9783639140910

ISBN-10: 3639140915

ISBN-13: 9783639140910

Edition: 2009

Authors: Olutayo Oladunni

List price: $79.00

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Description:

This book presents how a two-class discrimination model with or without prior knowledge can be extended to the case of multi-categorical discrimination with or without prior knowledge. The prior knowledge of interest is in the form of multiple polyhedral sets belonging to one or more categories, classes, or labels, and it is introduced as additional constraints into a classification model formulation. The solution of the knowledge- based support vector machine (KBSVM) model for two- class discrimination is characterized by a linear programming (LP) problem, and this is due to the specific norm (L1 or L ) that is used to compute the distance between the two classes. The proposed solutions to…

Book details

List price: $79.00
Copyright year: 2009
Publisher: .AV Akademikerverlag GmbH & Co. KG
Binding: Paperback
Pages: 136
Size: 6.00" wide x 9.00" long x 0.32" tall
Weight: 0.462
Language: English