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src
shogun
ensemble
WeightedMajorityVote.h
浏览该文件的文档.
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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 _WEIGHTED_MAJORITY_VOTE_H_
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#define _WEIGHTED_MAJORITY_VOTE_H_
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#include <
shogun/ensemble/CombinationRule.h
>
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#include <
shogun/lib/SGVector.h
>
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namespace
shogun
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{
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class
CWeightedMajorityVote
:
public
CCombinationRule
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{
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public
:
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CWeightedMajorityVote
();
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CWeightedMajorityVote
(
SGVector<float64_t>
& weights);
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virtual
~CWeightedMajorityVote
();
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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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void
set_weights
(
SGVector<float64_t>
& w);
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SGVector<float64_t>
get_weights
()
const
;
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virtual
const
char
*
get_name
()
const
{
return
"WeightedMajorityVote"
; }
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protected
:
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virtual
float64_t
weighted_combine
(
const
SGVector<float64_t>
& ensemble_result)
const
;
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mutable
SGVector<float64_t>
m_weights
;
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private
:
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void
init();
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void
register_parameters();
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};
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}
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#endif
/* _WEIGHTED_MAJORITY_VOTE_H_ */
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