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GRC
2007
IEEE

Precision and Recall in Rough Support Vector Machines

14 years 20 days 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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