KernelMachine.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) 1999-2008 Soeren Sonnenburg
00008  * Copyright (C) 1999-2008 Fraunhofer Institute FIRST and Max-Planck-Society
00009  */
00010 
00011 #ifndef _KERNEL_MACHINE_H__
00012 #define _KERNEL_MACHINE_H__
00013 
00014 #include "lib/common.h"
00015 #include "kernel/Kernel.h"
00016 #include "features/Labels.h"
00017 #include "classifier/Classifier.h"
00018 
00019 #include <stdio.h>
00020 
00021 class CClassifier;
00022 
00038 class CKernelMachine : public CClassifier
00039 {
00040     public:
00042         CKernelMachine();
00043 
00045         virtual ~CKernelMachine();
00046 
00051         inline void set_kernel(CKernel* k)
00052         {
00053             SG_UNREF(kernel);
00054             SG_REF(k);
00055             kernel=k;
00056         }
00057 
00062         inline CKernel* get_kernel()
00063         {
00064             SG_REF(kernel);
00065             return kernel;
00066         }
00067 
00072         inline void set_batch_computation_enabled(bool enable)
00073         {
00074             use_batch_computation=enable;
00075         }
00076 
00081         inline bool get_batch_computation_enabled()
00082         {
00083             return use_batch_computation;
00084         }
00085 
00090         inline void set_linadd_enabled(bool enable)
00091         {
00092             use_linadd=enable;
00093         }
00094 
00099         inline bool get_linadd_enabled()
00100         {
00101             return use_linadd ;
00102         }
00103 
00109         virtual CLabels* classify(CLabels* output=NULL);
00110 
00111     protected:
00113         CKernel* kernel;
00115         bool use_batch_computation;
00117         bool use_linadd;
00118 };
00119 
00120 #endif /* _KERNEL_MACHINE_H__ */

SHOGUN Machine Learning Toolbox - Documentation