Training Support Vector Machines Using Greedy Stagewise Algorithm

Abstract. Hard margin support vector machines (HM-SVMs) have a risk of getting overfitting in the presence of the noise. Soft margin SVMs deal with this

• Type: Conference
• Year: 2005
• Where: PAKDD
• Authors: Liefeng Bo, Ling Wang, Licheng Jiao
• Keywords: Data Mining, Margin Support Vector, PAKDD 2005, Soft Margin Svms