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NECO
2007

Training a Support Vector Machine in the Primal

11 years 9 months ago
Training a Support Vector Machine in the Primal
Most literature on Support Vector Machines (SVMs) concentrate on the dual optimization problem. In this paper, we would like to point out that the primal problem can also be solved efficiently, both for linear and non-linear SVMs, and that there is no reason for ignoring this possibilty. On the contrary, from the primal point of view new families of algorithms for large scale SVM training can be investigated.
Olivier Chapelle
Added 27 Dec 2010
Updated 27 Dec 2010
Type Journal
Year 2007
Where NECO
Authors Olivier Chapelle
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