contrib/mul/clsfy/clsfy_smo_1.cxx File Reference

Sequential Minimum Optimisation algorithm This code is based on the C++ code of Xianping Ge, ( http://www.ics.uci.edu/~xge ) which he kindly put in the public domain. That code was in turn based on the algorithms of John Platt, ( http://research.microsoft.com/~jplatt ) described in Platt, J. C. (1998). Fast Training of Support Vector Machines Using Sequential Minimal Optimisation. In Advances in Kernel Methods - Support Vector Learning. B. Scholkopf, C. Burges and A. Smola, MIT Press: 185-208. and other papers. More...

#include "clsfy_smo_1.h"
#include <vcl_cmath.h>
#include <vnl/vnl_math.h>
#include <vcl_iostream.h>
#include <vcl_cassert.h>

Go to the source code of this file.

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Detailed Description

Sequential Minimum Optimisation algorithm This code is based on the C++ code of Xianping Ge, ( http://www.ics.uci.edu/~xge ) which he kindly put in the public domain. That code was in turn based on the algorithms of John Platt, ( http://research.microsoft.com/~jplatt ) described in Platt, J. C. (1998). Fast Training of Support Vector Machines Using Sequential Minimal Optimisation. In Advances in Kernel Methods - Support Vector Learning. B. Scholkopf, C. Burges and A. Smola, MIT Press: 185-208. and other papers.

Author:

Ian Scott

Date:

14-Nov-2001

Definition in file clsfy_smo_1.cxx.