ccl_learna_pred_proj

 Yp = ccl_learna_pred_proj (F,model)

 Project a vector onto the image space of a learnt projection

 Input:

    F                             Input vector before projection
    model                         Learnt model for nullspace projection, containing fields
         .P:                      Learnt projection matrix

 Output:

    Yp                            The resulting vector after projection

0001 function Yp = ccl_learna_pred_proj (F,model)
0002 % Yp = ccl_learna_pred_proj (F,model)
0003 %
0004 % Project a vector onto the image space of a learnt projection
0005 %
0006 % Input:
0007 %
0008 %    F                             Input vector before projection
0009 %    model                         Learnt model for nullspace projection, containing fields
0010 %         .P:                      Learnt projection matrix
0011 %
0012 % Output:
0013 %
0014 %    Yp                            The resulting vector after projection
0015 
0016 
0017 
0018 
0019 % CCL: A MATLAB library for Constraint Consistent Learning
0020 % Copyright (C) 2007  Matthew Howard
0021 % Contact: matthew.j.howard@kcl.ac.uk
0022 %
0023 % This library is free software; you can redistribute it and/or
0024 % modify it under the terms of the GNU Lesser General Public
0025 % License as published by the Free Software Foundation; either
0026 % version 2.1 of the License, or (at your option) any later version.
0027 %
0028 % This library is distributed in the hope that it will be useful,
0029 % but WITHOUT ANY WARRANTY; without even the implied warranty of
0030 % MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
0031 % Lesser General Public License for more details.
0032 %
0033 % You should have received a copy of the GNU Library General Public
0034 % License along with this library; if not, write to the Free
0035 % Software Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
0036 
0037 Yp = model.P*F;