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KernelMeanMatching.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  * Copyright (W) 2012 Sergey Lisitsyn
8  */
9 
10 #ifndef KERNELMEANMATCHING_H_
11 #define KERNELMEANMATCHING_H_
12 
13 #include <shogun/base/SGObject.h>
14 #include <shogun/kernel/Kernel.h>
15 
16 namespace shogun
17 {
18 
21 {
22 public:
23 
26 
28  CKernelMeanMatching(CKernel* kernel, SGVector<index_t> training_indices, SGVector<index_t> test_indices);
29 
31  CKernel* get_kernel() const { SG_REF(m_kernel); return m_kernel; }
33  void set_kernel(CKernel* kernel) { SG_REF(kernel); SG_UNREF(m_kernel); m_kernel = kernel; }
37  void set_training_indices(SGVector<index_t> training_indices) { m_training_indices = training_indices; }
41  void set_test_indices(SGVector<index_t> test_indices) { m_test_indices = test_indices; }
42 
45 
46  virtual const char* get_name() const { return "KernelMeanMatching"; }
47 
48 protected:
49 
56 };
57 
58 }
59 #endif
SGVector< index_t > m_training_indices
SGVector< index_t > get_training_indices() const
#define SG_UNREF(x)
Definition: SGRefObject.h:35
virtual const char * get_name() const
SGVector< float64_t > compute_weights()
void set_kernel(CKernel *kernel)
Class SGObject is the base class of all shogun objects.
Definition: SGObject.h:102
void set_training_indices(SGVector< index_t > training_indices)
SGVector< index_t > get_test_indices() const
#define SG_REF(x)
Definition: SGRefObject.h:34
SGVector< index_t > m_test_indices
void set_test_indices(SGVector< index_t > test_indices)
all of classes and functions are contained in the shogun namespace
Definition: class_list.h:16
The Kernel base class.
Definition: Kernel.h:150
Kernel Mean Matching.

SHOGUN Machine Learning Toolbox - Documentation