𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Adaptive One-Class Support Vector Machine

✍ Scribed by Gomez-Verdejo, V; Arenas-Garcia, J; Lazaro-Gredilla, M; Navia-Vazquez, Ángel


Book ID
120379249
Publisher
IEEE
Year
2011
Tongue
English
Weight
325 KB
Volume
59
Category
Article
ISSN
1053-587X

No coin nor oath required. For personal study only.


📜 SIMILAR VOLUMES


Efficient performance estimate for one-c
✍ Quang-Anh Tran; Xing Li; Haixin Duan 📂 Article 📅 2005 🏛 Elsevier Science 🌐 English ⚖ 188 KB

This letter proposes and analyzes a method (naq-estimate) to estimate the generalization performance of one-class support vector machine (SVM) for novelty detection. The method is an extended version of the na-estimate method, which is used to estimate the generalization performance of standard SVM