Combined SVM-Based Feature Selection and Classification

Feature selection is an important combinatorial optimisation problem in the context of supervised pattern classification. This paper presents four novel continuous feature selection approaches directly minimising the classifier performance. In particular, we include linear and nonlinear Support Vect...

Full description

Bibliographic Details

Published in:	Machine learning Vol. 61; no. 1-3; pp. 129 - 150
Main Authors:	Neumann, Julia, Schnörr, Christoph, Steidl, Gabriele
Format:	Journal Article
Language:	English
Published:	Dordrecht Springer Nature B.V 01.11.2005
Subjects:	Optimization Studies
ISSN:	0885-6125, 1573-0565
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!