Averaging Support Vector Machines for Processing Large Data Sets
Published on Sep 01, 20083399 Views
The handling of large data sets by support vector machines (SVMs)(Vapnik, 1998) employing a nonlinear kernel suffers from the non-linear scaling of the numerical solution techniques for the underlying