Weighted Twin Support Vector Machine with Universum
Journal: Advances in Computer Science : an International Journal(ACSIJ) (Vol.3, No. 2)Publication Date: 2014-03-31
Authors : Shuxia Lu; Le Tong;
Page : 17-23
Keywords : Universum; TSVM; u-SVM; Weight;
Abstract
Universum is a new concept proposed recently, which is defined to be the sample that does not belong to any classes concerned. Support Vector Machine with Universum (..-SVM) is a new algorithm, which can exploit Universum samples to improve the classifica ...
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Last modified: 2014-04-05 20:56:46