Estimation of the regularization parameter for Support Vector Machines

Proceedings of the International Joint Conference on Neural Networks

Volumn 3, Issue , 2002, Pages 2192-2197

  Jordaan, E M ^a   Smits, G F ^a  

^a EINDHOVEN UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; GRAPHIC METHODS; MATHEMATICAL MODELS; OPTIMIZATION; PARAMETER ESTIMATION; STATISTICS;

REGULARIZATION PARAMETER; SUPPORT VECTOR MACHINES; SUPPORT VECTOR REGRESSION;

LEARNING SYSTEMS;

EID: 0036079917     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. The L-curve and its use in the numerical treatment of inverse problems
2. Regression estimation with support vector learning machines
3. Measuring the VC dimension of a learning machine