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diff --git a/FEAST/FSToolbox/FSToolbox.h b/FEAST/FSToolbox/FSToolbox.h
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--- a/FEAST/FSToolbox/FSToolbox.h
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-/******************************************************************************* **
-**  FSToolbox.h
-**  Provides the header files and #defines to ensure compatibility with MATLAB
-**  and C/C++. By default it compiles to MATLAB, if COMPILE_C is defined it
-**  links to the C memory allocation functions.
-**
-**  Author: Adam Pocock
-**  Created: 27/06/2011
-**
-**  Copyright 2010/2011 Adam Pocock, The University Of Manchester
-**  www.cs.manchester.ac.uk
-**
-** Part of the FEAture Selection Toolbox (FEAST), please reference
-** "Conditional Likelihood Maximisation: A Unifying Framework for Mutual
-** Information Feature Selection"
-** G. Brown, A. Pocock, M.-J. Zhao, M. Lujan
-** Journal of Machine Learning Research (JMLR), 2011
-**
-** Please check www.cs.manchester.ac.uk/~gbrown/fstoolbox for updates.
-** 
-** Copyright (c) 2010-2011, A. Pocock, G. Brown, The University of Manchester
-** All rights reserved.
-** 
-** Redistribution and use in source and binary forms, with or without modification,
-** are permitted provided that the following conditions are met:
-** 
-**   - Redistributions of source code must retain the above copyright notice, this 
-**     list of conditions and the following disclaimer.
-**   - Redistributions in binary form must reproduce the above copyright notice, 
-**     this list of conditions and the following disclaimer in the documentation 
-**     and/or other materials provided with the distribution.
-**   - Neither the name of The University of Manchester nor the names of its 
-**     contributors may be used to endorse or promote products derived from this 
-**     software without specific prior written permission.
-** 
-** THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
-** ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED 
-** WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE 
-** DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR
-** ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES 
-** (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; 
-** LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON 
-** ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT 
-** (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS 
-** SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
-**
-*******************************************************************************/
-
-#ifndef __FSToolbox_H
-#define __FSToolbox_H
-
-#include <math.h>
-#include <string.h>
-
-#ifdef COMPILE_C
-  #define C_IMPLEMENTATION
-  #include <stdio.h>
-  #include <stdlib.h>
-  #define CALLOC_FUNC calloc
-  #define FREE_FUNC free
-#else
-  #define MEX_IMPLEMENTATION
-  #include "mex.h"
-  #define CALLOC_FUNC mxCalloc
-  #define FREE_FUNC mxFree
-  #define printf mexPrintf /*for Octave-3.2*/
-#endif
-
-#endif
-