DensePreprocessor.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) 1999-2009 Soeren Sonnenburg
00008  * Copyright (C) 1999-2009 Fraunhofer Institute FIRST and Max-Planck-Society
00009  */
00010 
00011 #ifndef _DENSEPREPROCESSOR__H__
00012 #define _DENSEPREPROCESSOR__H__
00013 
00014 #include <shogun/features/Features.h>
00015 #include <shogun/features/DenseFeatures.h>
00016 #include <shogun/lib/common.h>
00017 #include <shogun/preprocessor/Preprocessor.h>
00018 
00019 namespace shogun
00020 {
00021 template <class ST> class CDenseFeatures;
00022 
00031 template <class ST> class CDensePreprocessor : public CPreprocessor
00032 {
00033     public:
00036         CDensePreprocessor();
00037 
00041         virtual SGMatrix<ST> apply_to_feature_matrix(CFeatures* features)=0;
00042 
00045         virtual SGVector<ST> apply_to_feature_vector(SGVector<ST> vector)=0;
00046 
00048         virtual EFeatureClass get_feature_class();
00050         virtual EFeatureType get_feature_type();
00051 
00053         virtual EPreprocessorType get_type() const;
00054 
00055 };
00056 
00057 }
00058 #endif
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