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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 #include <stdio.h>
22 
23 namespace shogun
24 {
26 class CLibSVMOneClass : public CSVM
27 {
28  public:
31 
38  virtual ~CLibSVMOneClass();
39 
45 
47  virtual const char* get_name() const { return "LibSVMOneClass"; }
48 
49  protected:
50 
51  virtual bool train_require_labels() const { return false; }
52 
61  virtual bool train_machine(CFeatures* data=NULL);
62 
63  protected:
65  svm_problem problem;
67  svm_parameter param;
68 
70  struct svm_model* model;
71 };
72 }
73 #endif

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