Pre-extracting support vector by adaptive projective algorithm
Ailing Ding, Fang Liu, Ying Li · 2003
A new method, called adaptive projective algorithm, which is able to extract support vectors from given training examples, is put forward as a support vector algorithm. The method greatly reduces the training samples and so improves the speed of the support vector machine, while the ability of the support vector machine in pattern classification is unaffected: Our experimental results show remarkable improvement of speed to support our idea.