StratifiedCrossValidationSplitting.h

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00001 /*
00002  * This program is free software; you can redistribute it and/or modify
00003  * it under the terms of the GNU General Public License as published by
00004  * the Free Software Foundation; either version 3 of the License, or
00005  * (at your option) any later version.
00006  *
00007  * Written (W) 2011 Heiko Strathmann
00008  * Copyright (C) 2011 Berlin Institute of Technology and Max-Planck-Society
00009  */
00010 
00011 #ifndef __STRATIFIEDCROSSVALIDATIONSPLITTING_H_
00012 #define __STRATIFIEDCROSSVALIDATIONSPLITTING_H_
00013 
00014 #include <shogun/evaluation/SplittingStrategy.h>
00015 
00016 namespace shogun
00017 {
00018 
00019 class CLabels;
00020 
00027 class CStratifiedCrossValidationSplitting: public CSplittingStrategy
00028 {
00029 public:
00031     CStratifiedCrossValidationSplitting();
00032 
00038     CStratifiedCrossValidationSplitting(CLabels* labels, index_t num_subsets);
00039 
00041     virtual const char* get_name() const
00042     {
00043         return "StratifiedCrossValidationSplitting";
00044     }
00045 
00047     virtual void build_subsets();
00048 };
00049 }
00050 
00051 #endif /* __STRATIFIEDCROSSVALIDATIONSPLITTING_H_ */
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