✦ LIBER ✦

The consistency of multicategory support vector machines

✍ Scribed by Di-Rong Chen; Dao-Hong Xiang

Publisher: Springer
Year: 2006
Tongue: English
Weight: 326 KB
Volume: 24
Category: Article
ISSN: 1019-7168
DOI: 10.1007/s10444-004-7207-1

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

Multicategory classification via discret

Multicategory classification via discrete support vector machines

✍ Carlotta Orsenigo; Carlo Vercellis 📂 Article 📅 2008 🏛 Springer-Verlag 🌐 English ⚖ 196 KB

Multicategory Proximal Support Vector Ma

Multicategory Proximal Support Vector Machine Classifiers

✍ Glenn M. Fung; O. L. Mangasarian 📂 Article 📅 2005 🏛 Springer 🌐 English ⚖ 616 KB

Error analysis of multicategory support

Error analysis of multicategory support vector machine classifiers

✍ Lei Ding; Baohuai Sheng 📂 Article 📅 2010 🏛 Springer 🌐 English ⚖ 194 KB

Estimation of the misclassification erro

Estimation of the misclassification error for multicategory support vector machine classification

✍ Bing Zheng Li 📂 Article 📅 2008 🏛 Institute of Mathematics, Chinese Academy of Scien 🌐 English ⚖ 277 KB

Support Vector Machines are Universally

Support Vector Machines are Universally Consistent

✍ Ingo Steinwart 📂 Article 📅 2002 🏛 Elsevier Science 🌐 English ⚖ 220 KB

We show that support vector machines of the 1-norm soft margin type are universally consistent provided that the regularization parameter is chosen in a distinct manner and the kernel belongs to a specific class}the so-called universal kernels}which has recently been considered by the author. In par

Applicational aspects of support vector

Applicational aspects of support vector machines

✍ A. I. Belousov; S. A. Verzakov; J. von Frese 📂 Article 📅 2002 🏛 John Wiley and Sons 🌐 English ⚖ 227 KB