Reduced Twin Support Vector Regression

Mittul Singh,Jivitej Chadha,Puneet Ahuja, Jayadeva,Suresh Chandra

Periodicals（2011）

引用 35|浏览18

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摘要

We propose the reduced twin support vector regressor (RTSVR) that uses the notion of rectangular kernels to obtain significant improvements in execution time over the twin support vector regressor (TSVR), thus facilitating its application to larger sized datasets. (C) 2011 Elsevier B.V. All rights reserved.

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关键词

Support vector machines,Regression,Function approximation,SVM,Kernels,Rectangular kernels

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