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LibSVMOneClass.h
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1 /*
2  * This program is free software; you can redistribute it and/or modify
3  * it under the terms of the GNU General Public License as published by
4  * the Free Software Foundation; either version 3 of the License, or
5  * (at your option) any later version.
6  *
7  * Written (W) 2006 Christian Gehl
8  * Written (W) 2006-2009 Soeren Sonnenburg
9  * Copyright (C) 1999-2009 Fraunhofer Institute FIRST and Max-Planck-Society
10  */
11 
12 #ifndef _LIBSVM_ONECLASS_H___
13 #define _LIBSVM_ONECLASS_H___
14 
15 #include <shogun/lib/config.h>
16 
17 #include <shogun/lib/common.h>
19 #include <shogun/lib/external/shogun_libsvm.h>
20 
21 
22 namespace shogun
23 {
25 class CLibSVMOneClass : public CSVM
26 {
27  public:
30 
37  virtual ~CLibSVMOneClass();
38 
44 
46  virtual const char* get_name() const { return "LibSVMOneClass"; }
47 
48  protected:
49 
50  virtual bool train_require_labels() const { return false; }
51 
60  virtual bool train_machine(CFeatures* data=NULL);
61 
62  protected:
64  svm_problem problem;
66  svm_parameter param;
67 
69  struct svm_model* model;
70 };
71 }
72 #endif

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