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GRC
2007
IEEE

Precision and Recall in Rough Support Vector Machines

14 years 1 months ago
Precision and Recall in Rough Support Vector Machines
Abstract— Rough support vector machines (RSVMs) supplement conventional support vector machines (SVMs) by providing a better representation of the boundary region. Increasing interest has been paid to the theoretical development of RSVMs, which has already lead to a modification of existing SVM implementations as RSVMs. This paper shows how to extend the use of precision and recall from a SVM implementation to a RSVM implementation. Our approach is demonstrated in practice with the help of Gist, a popular SVM implementation.
Pawan Lingras, Cory J. Butz
Added 19 Oct 2010
Updated 19 Oct 2010
Type Conference
Year 2007
Where GRC
Authors Pawan Lingras, Cory J. Butz
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