A bagging and importance sampling approach to Support Vector Machines

R. Bárcenas, M. D. Gónzalez--Lima, A. J. Quiroz

An importance sampling and bagging approach to solving the support vector machine (SVM) problem in the context of large databases is presented and evaluated. Our algorithm builds o…