SHOGUN
6.0.0
src
shogun
statistical_testing
kernelselection
internals
KernelSelection.cpp
Go to the documentation of this file.
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/*
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* Copyright (c) The Shogun Machine Learning Toolbox
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* Written (W) 2012 - 2013 Heiko Strathmann
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* Written (w) 2014 - 2017 Soumyajit De
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* All rights reserved.
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*
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* Redistribution and use in source and binary forms, with or without
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* modification, are permitted provided that the following conditions are met:
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*
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* 1. Redistributions of source code must retain the above copyright notice, this
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* list of conditions and the following disclaimer.
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* 2. Redistributions in binary form must reproduce the above copyright notice,
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* this list of conditions and the following disclaimer in the documentation
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* and/or other materials provided with the distribution.
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*
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* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
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* ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
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* WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
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* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
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* ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
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* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
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* LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
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* ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
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* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
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* SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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*
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* The views and conclusions contained in the software and documentation are those
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* of the authors and should not be interpreted as representing official policies,
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* either expressed or implied, of the Shogun Development Team.
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*/
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#include <
shogun/io/SGIO.h
>
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#include <
shogun/distance/Distance.h
>
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#include <
shogun/kernel/Kernel.h
>
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#include <
shogun/kernel/ShiftInvariantKernel.h
>
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#include <
shogun/statistical_testing/MMD.h
>
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#include <
shogun/statistical_testing/internals/KernelManager.h
>
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#include <
shogun/statistical_testing/kernelselection/internals/KernelSelection.h
>
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using namespace
shogun
;
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using namespace
internal;
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KernelSelection::KernelSelection(KernelManager& km,
CMMD
* est) : kernel_mgr(km), estimator(est)
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{
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REQUIRE
(kernel_mgr.num_kernels()>0,
"Number of kernels is %d!\n"
, kernel_mgr.num_kernels());
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REQUIRE
(estimator!=
nullptr
,
"Estimator is not set!\n"
);
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}
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KernelSelection::~KernelSelection()
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{
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}
KernelManager.h
Distance.h
SGIO.h
Kernel.h
KernelSelection.h
REQUIRE
#define REQUIRE(x,...)
Definition:
SGIO.h:205
MMD.h
shogun
all of classes and functions are contained in the shogun namespace
Definition:
class_list.h:18
ShiftInvariantKernel.h
shogun::CMMD
Abstract base class that provides an interface for performing kernel two-sample test using Maximum Me...
Definition:
MMD.h:120
SHOGUN
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