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src
shogun
ensemble
MeanRule.h
Go to the documentation of this file.
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/*
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* This program is free software; you can redistribute it and/or modify
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* it under the terms of the GNU General Public License as published by
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* the Free Software Foundation; either version 3 of the License, or
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* (at your option) any later version.
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*
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* Written (W) 2013 Viktor Gal
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* Copyright (C) 2013 Viktor Gal
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*/
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#ifndef _MEAN_RULE_H_
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#define _MEAN_RULE_H_
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#include <
shogun/lib/config.h
>
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#include <
shogun/ensemble/CombinationRule.h
>
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namespace
shogun
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{
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class
CMeanRule
:
public
CCombinationRule
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{
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public
:
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CMeanRule
();
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virtual
~CMeanRule
();
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virtual
SGVector<float64_t>
combine
(
const
SGMatrix<float64_t>
& ensemble_result)
const
;
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virtual
float64_t
combine
(
const
SGVector<float64_t>
& ensemble_result)
const
;
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virtual
const
char
*
get_name
()
const
{
return
"MeanRule"
; }
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};
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}
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#endif
/* _MEAN_RULE_H_ */
shogun::CMeanRule::CMeanRule
CMeanRule()
Definition:
MeanRule.cpp:17
config.h
shogun::SGMatrix< float64_t >
shogun::CMeanRule::~CMeanRule
virtual ~CMeanRule()
Definition:
MeanRule.cpp:23
shogun::CMeanRule::get_name
virtual const char * get_name() const
Definition:
MeanRule.h:50
shogun::SGVector< float64_t >
shogun::CMeanRule
CMeanRule simply averages the outputs of the Machines in the ensemble.
Definition:
MeanRule.h:23
float64_t
double float64_t
Definition:
common.h:50
shogun::CMeanRule::combine
virtual SGVector< float64_t > combine(const SGMatrix< float64_t > &ensemble_result) const
Definition:
MeanRule.cpp:28
shogun
all of classes and functions are contained in the shogun namespace
Definition:
class_list.h:18
shogun::CCombinationRule
CombinationRule abstract class The CombinationRule defines an interface to how to combine the classif...
Definition:
CombinationRule.h:25
CombinationRule.h
SHOGUN
Machine Learning Toolbox - Documentation