new version of two software for SVM
Chih-Jen Lin
cjlin at csie.ntu.edu.tw
Mon Aug 7 00:52:06 EDT 2000
Dear Colleagues:
We announce the new version of two software for
support vector machines.
1. LIBSVM 2.0
http://www.csie.ntu.edu.tw/~cjlin/libsvm
Not only for large classification, LIBSVM now solves regression,
and two variants: nu-SVM and one-class SVM.
Like version 1.0, the new release is still a simple
and easy-to-use tool. All different SVMs are implemented
in one short file (1000-line C++ code). Graphics interfaces
for different SVMs are also provided.
2. BSVM 1.1
http://www.csie.ntu.edu.tw/~cjlin/bsvm
The main improvement is on solving the optimization
sub-problem of the decomposition method. This makes the
use of larger working sets possible. Unlike the previous
version which was implemented by combining C and Fortran
programs, BSVM 1.1 uses only C and the code is simpler.
Any comments are very welcome.
Sincerely,
Chih-Jen Lin
Department of Computer Science and
Information Engineering
National Taiwan University
Taipei, Taiwan
cjlin at csie.ntu.edu.tw
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