Gesellschaft für Informatik e.V.

Lecture Notes in Informatics


Information Systems Technology and its Applications, International Conference ISTA'2003, June 19-21, 2003, Kharkiv, Ukraine, Proceedings. P-30, 165-176 (2003).

GI, Gesellschaft für Informatik, Bonn
2003


Editors

Mikhail Godlevsky (ed.), Stephen W. Liddle (ed.), Mayr Heinrich C. (ed.)


Copyright © GI, Gesellschaft für Informatik, Bonn

Contents

Support vector machine parameter optimization for text categorization problems

Mikhail S. Ageev and Boris V. Dobrov

Abstract


This paper analyzes the influence of different parameters of Support Vector Machine (SVM) on text categorization performance. The research is carried out on different text collections and different subject headings (up to 1168 items).


Full Text: PDF

GI, Gesellschaft für Informatik, Bonn
ISBN 3-88579-359-8


Last changed 04.10.2013 17:57:51