Two methods of novelty detection based on SVM
Jiancheng Liu · Information technology newsletter · 2004
Support Vector Machine(SVMs) have become an popular tool for machine learning task.Novelty detection is a special classification of SVM, called as one-class classification. For uncover novelty easily, one-class classification confirm a tighten region include positive kind through kernel mapping. The purpose of this article is introduction to basic idea of some one-class algorithm.