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 __STRATIFIEDCROSSVALIDATION_H_
00012 #define __STRATIFIEDCROSSVALIDATION_H_
00013 
00014 #include <shogun/evaluation/SplittingStrategy.h>
00015 
00016 namespace shogun
00017 {
00018 
00019 class CLabels;
00020 
00026 class CStratifiedCrossValidationSplitting: public CSplittingStrategy
00027 {
00028 public:
00030     CStratifiedCrossValidationSplitting();
00031 
00037     CStratifiedCrossValidationSplitting(CLabels* labels, index_t num_subsets);
00038 
00040     inline virtual const char* get_name() const
00041     {
00042         return "StratifiedCrossValidation";
00043     }
00044 protected:
00046     void build_subsets();
00047 };
00048 }
00049 
00050 #endif /* __STRATIFIEDCROSSVALIDATION_H_ */
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