𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Maximum Margin One Class Support Vector Machines for multiclass problems

✍ Scribed by Mireille Tohmé; Régis Lengellé

Book ID
113840251
Publisher
Elsevier Science
Year
2011
Tongue
English
Weight
338 KB
Volume
32
Category
Article
ISSN
0167-8655

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

An fMRI normative database for connectiv
An fMRI normative database for connectivity networks using one-class support vector machines
✍ João Ricardo Sato; Maria da Graça Morais Martin; André Fujita; Janaina Mourão-Mi 📂 Article 📅 2009 🏛 John Wiley and Sons 🌐 English ⚖ 270 KB

## Abstract The application of functional magnetic resonance imaging (fMRI) in neuroscience studies has increased enormously in the last decade. Although primarily used to map brain regions activated by specific stimuli, many studies have shown that fMRI can also be useful in identifying interactio

Efficient performance estimate for one-c
Efficient performance estimate for one-class support vector machine
✍ 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