Computer Engineering ›› 2011, Vol. 37 ›› Issue (5): 187-189.doi: 10.3969/j.issn.1000-3428.2011.05.063

• Networks and Communications • Previous Articles     Next Articles

Review of One-class Classification Method Based on Support Vector

WU Ding-hai 1, ZHANG Pei-lin  1, REN Guo-quan 1, CHEN Fei  2   

  1. (1. Department of Artillery Engineering, Ordnance Engineering College, Shijiazhuang 050003, China; 2. Foundation Department, Wuhan Ordnance Non-commission Officer School, Wuhan 430075, China)
  • Online:2011-03-05 Published:2012-10-31

Abstract: Two one-class classification models, one-class support vector machine and support vector data description, which are based on support vector machine and one-class classification are introduced. The internal relationship and parameters optimization of the two models are also analysed, and the exists of disadvantages and improvements of the two one-class classifiers are summarized.

Key words: one-class classification, support vector, data description, pattern recognition

CLC Number: