Sciweavers

Share
ICANN
2001
Springer

The Bayesian Committee Support Vector Machine

11 years 6 months ago
The Bayesian Committee Support Vector Machine
Empirical evidence indicates that the training time for the support vector machine (SVM) scales to the square of the number of training data points. In this paper, we introduce the Bayesian committee support vector machine (BC-SVM) and achieve an algorithm for training the SVM which scales linearly in the number of training data points. We verify the good performance of the BC-SVM using several data sets.
Anton Schwaighofer, Volker Tresp
Added 29 Jul 2010
Updated 29 Jul 2010
Type Conference
Year 2001
Where ICANN
Authors Anton Schwaighofer, Volker Tresp
Comments (0)
books