SVM-light: new version and book
Thorsten Joachims
tj at cs.cornell.edu
Mon Aug 5 15:38:29 EDT 2002
Dear Colleague,
a new version of SVM-Light (V5.00) is available, as well as my
dissertation "Learning to Classify Text using Support Vector Machines",
which recently appeared with Kluwer.
The new version can be downloaded from
http://svmlight.joachims.org/
SVM-Light is an implementation of Support Vector Machines (SVMs) for
large-scale problems. The new features of this version are the
following:
- Learning of ranking functions (e.g. for search engines), in addition
to classification and regression.
- Bug fixes and improved numerical stability.
The dissertation describes the algorithms and methods implemented in
SVM-light. In particular, it shows how these methods can be used for
text classification. Links are on my homepage
http://www.joachims.org/
Cheers
Thorsten
---
Thorsten Joachims
Assistant Professor
Department of Computer Science
Cornell University
http://www.joachims.org/
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