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2007 IEEE International Conference on Granular Computing (GRC 2007)
Precision and Recall in Rough Support Vector Machines
San Jose, California
November 02-November 04
ISBN: 0-7695-3032-X
ASCII Text
x 
 
Pawan Lingras, Cory J. Butz, "Precision and Recall in Rough Support Vector Machines," Granular Computing, IEEE International Conference on, pp. 654, 2007 IEEE International Conference on Granular Computing (GRC 2007), 2007.
 
 
BibTex
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@article{ 10.1109/GrC.2007.77,
author = {Pawan Lingras and Cory J. Butz},
title = {Precision and Recall in Rough Support Vector Machines},
journal ={Granular Computing, IEEE International Conference on},
volume = {0},
year = {2007},
isbn = {0-7695-3032-X},
pages = {654},
doi = {http://doi.ieeecomputersociety.org/10.1109/GrC.2007.77},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Granular Computing, IEEE International Conference on
TI - Precision and Recall in Rough Support Vector Machines
SN - 0-7695-3032-X
SP
EP
A1 - Pawan Lingras,
A1 - Cory J. Butz,
PY - 2007
VL - 0
JA - Granular Computing, IEEE International Conference on
ER -
 
ment conventional support vector machines (SVMs) by provid- ing 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.
Citation:
Pawan Lingras, Cory J. Butz, "Precision and Recall in Rough Support Vector Machines," grc, pp.654, 2007 IEEE International Conference on Granular Computing (GRC 2007), 2007
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