-
-
Notifications
You must be signed in to change notification settings - Fork 1k
/
KernelSelection.h
69 lines (59 loc) · 2.36 KB
/
KernelSelection.h
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
/*
* Copyright (c) The Shogun Machine Learning Toolbox
* Written (W) 2013 Heiko Strathmann
* Written (w) 2014 - 2016 Soumyajit De
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions are met:
*
* 1. Redistributions of source code must retain the above copyright notice, this
* list of conditions and the following disclaimer.
* 2. Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
* ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
* WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
* ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
* LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
* ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
* SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*
* The views and conclusions contained in the software and documentation are those
* of the authors and should not be interpreted as representing official policies,
* either expressed or implied, of the Shogun Development Team.
*/
#ifndef KERNEL_SELECTION_H__
#define KERNEL_SELECTION_H__
#include <shogun/lib/common.h>
namespace shogun
{
class CKernel;
class CMMD;
template <class> class SGVector;
template <class> class SGMatrix;
namespace internal
{
class KernelManager;
class KernelSelection
{
public:
KernelSelection(KernelManager&, CMMD*);
KernelSelection(const KernelSelection& other)=delete;
virtual ~KernelSelection();
KernelSelection& operator=(const KernelSelection& other)=delete;
virtual CKernel* select_kernel()=0;
virtual SGMatrix<float64_t> get_measure_matrix()=0;
virtual SGVector<float64_t> get_measure_vector()=0;
protected:
const KernelManager& kernel_mgr;
CMMD* estimator;
};
}
}
#endif // KERNEL_SELECTION_H__