Abstract: A new incremental learning algorithm of support vector machine based on vector projection is proposed. The geometric character of the support vectors is used to extract the simples which can be the support vectors most possibly from the original simples a

Key words: Incremental algorithm, Support vector machine, Vector projection, Pre-extracting