SHOGUN  v3.2.0
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 #include <shogun/lib/common.h>
16 #include <shogun/lib/external/shogun_libsvm.h>
17 
18 #include <stdio.h>
19 
20 namespace shogun
21 {
23 class CLibSVMOneClass : public CSVM
24 {
25  public:
28 
35  virtual ~CLibSVMOneClass();
36 
42 
44  virtual const char* get_name() const { return "LibSVMOneClass"; }
45 
46  protected:
47 
48  virtual bool train_require_labels() const { return false; }
49 
58  virtual bool train_machine(CFeatures* data=NULL);
59 
60  protected:
62  svm_problem problem;
64  svm_parameter param;
65 
67  struct svm_model* model;
68 };
69 }
70 #endif
virtual const char * get_name() const
EMachineType
Definition: Machine.h:33
virtual bool train_require_labels() const
struct svm_model * model
class LibSVMOneClass
double float64_t
Definition: common.h:48
all of classes and functions are contained in the shogun namespace
Definition: class_list.h:16
The class Features is the base class of all feature objects.
Definition: Features.h:62
A generic Support Vector Machine Interface.
Definition: SVM.h:47
virtual EMachineType get_classifier_type()
The Kernel base class.
Definition: Kernel.h:150
virtual bool train_machine(CFeatures *data=NULL)

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