SHOGUN
3.2.1
Main Page
Related Pages
Modules
Classes
Files
File List
File Members
All
Classes
Namespaces
Files
Functions
Variables
Typedefs
Enumerations
Enumerator
Friends
Macros
Groups
Pages
src
shogun
statistics
KernelIndependenceTest.h
Go to the documentation of this file.
1
/*
2
* Copyright (c) The Shogun Machine Learning Toolbox
3
* Written (w) 2012-2013 Heiko Strathmann
4
* Written (w) 2014 Soumyajit De
5
* All rights reserved.
6
*
7
* Redistribution and use in source and binary forms, with or without
8
* modification, are permitted provided that the following conditions are met:
9
*
10
* 1. Redistributions of source code must retain the above copyright notice, this
11
* list of conditions and the following disclaimer.
12
* 2. Redistributions in binary form must reproduce the above copyright notice,
13
* this list of conditions and the following disclaimer in the documentation
14
* and/or other materials provided with the distribution.
15
*
16
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
17
* ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
18
* WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
19
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
20
* ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
21
* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
22
* LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
23
* ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
24
* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
25
* SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
26
*
27
* The views and conclusions contained in the software and documentation are those
28
* of the authors and should not be interpreted as representing official policies,
29
* either expressed or implied, of the Shogun Development Team.
30
*/
31
32
#ifndef KERNEL_INDEPENDENCE_TEST_H_
33
#define KERNEL_INDEPENDENCE_TEST_H_
34
35
#include <
shogun/statistics/IndependenceTest.h
>
36
37
namespace
shogun
38
{
39
40
class
CFeatures;
41
class
CKernel;
42
63
class
CKernelIndependenceTest
:
public
CIndependenceTest
64
{
65
public
:
67
CKernelIndependenceTest
();
68
79
CKernelIndependenceTest
(
CKernel
* kernel_p,
CKernel
* kernel_q,
80
CFeatures
* p,
CFeatures
* q);
81
83
virtual
~CKernelIndependenceTest
();
84
94
virtual
SGVector<float64_t>
sample_null
();
95
97
virtual
const
char
*
get_name
()
const
=0;
98
99
private
:
101
void
init();
102
103
protected
:
105
CKernel
*
m_kernel_p
;
106
108
CKernel
*
m_kernel_q
;
109
};
110
111
}
112
113
#endif
/* KERNEL_INDEPENDENCE_TEST_H_ */
SHOGUN
Machine Learning Toolbox - Documentation