Cargando…
A Scatter-Based Prototype Framework and Multi-Class Extension of Support Vector Machines
We provide a novel interpretation of the dual of support vector machines (SVMs) in terms of scatter with respect to class prototypes and their mean. As a key contribution, we extend this framework to multiple classes, providing a new joint Scatter SVM algorithm, at the level of its binary counterpar...
| Autores principales: | , , , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2012
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3484157/ https://www.ncbi.nlm.nih.gov/pubmed/23118845 http://dx.doi.org/10.1371/journal.pone.0042947 |