SVM has a good performance in pattern classification. According to the analysis of the two present refinement algorithms about SVM: Semisupervised Learning and Incremental Learning, the writer gave an improved algorithm of present Incremental Learning algorithm. Based on these work, a new algorithm of Semisupervised-Incremental SVM Learning was given out. Also this new algorithm was used in Web text classification.
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吕宏伟. 一种改进的半监督增量SVM学习算法[J]. 科学技术与工程, 2010, (1): . lv hongwei. An Refinement Algorithm of Semisupervised-Incremental SVM Learning[J]. Science Technology and Engineering,2010,(1).