RVM相关向量机实现代码matlab源码

%Demonstrates the mcrvm algorithm on a toy example (Three class classification problem). Part of the code was %derived from Tipping's matlab code. % @file mcrvm_example.m % Author Arasanathan Thayananthan ( at315@cam.ac.uk) % (c) Copyright University of Cambridge % % This library is free software; you can redistribute it and/or % modify it under the terms of the GNU Lesser General Public % License as published by the Free Software Foundation; either % version 2 of the License, or (at your option) any later version. % % This library is distributed in the hope that it will be useful, % but WITHOUT ANY WARRANTY; without even the implied warranty of % MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU % Lesser General Public License for more details. % % You should have received a copy of the GNU Lesser General Public % License along with this library; if not, write to the Free Software % Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA

function X=CreateData

X1=[0.6*rand（501） 0.7*rand（501） 1*ones（501）];
X2=[1.0-0.6*rand（501） 0.6*rand（501） 2*ones（501）];
X3=[1.0-0.7*rand（501） 1.0-0.6*rand（501） 3*ones（501）];
X=[X1;X2;X3];

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     文件         206  2008-02-05 18:27  mc_rvm\CreateData.m
     文件        3020  2008-02-07 08:43  mc_rvm\mcrvm_example.asv
     文件        4094  2008-02-07 08:56  mc_rvm\mcrvm_example.m
     文件       10018  2008-02-07 08:43  mc_rvm\mc_rvm.asv
     文件       10710  2008-02-07 08:57  mc_rvm\mc_rvm.m
     文件        2335  2004-10-19 04:16  mc_rvm\sbl_kernelFunction.m
     目录           0  2008-02-07 08:43  mc_rvm\