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Rule extraction from support vector machines

"Support vector machines (SVMs) have shown good performance in a number of applications, including text and image classification. However, the learning capability of SVMs comes at a cost - an inherent inability to explain, in a comprehensible form, the process by which a learning result was rea...

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Other Authors: Diederich, Joachim., SpringerLink (Online service)
Format: eBook
Language: English
Published: Berlin : Springer, [2008]
Physical Description: 1 online resource (xii, 262 pages) : illustrations.
Series: Studies in computational intelligence ; v. 80.