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src
shogun
distance
ChiSquareDistance.cpp
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) 2008-2009 Christian Gehl
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* Copyright (C) 2008-2009 Fraunhofer Institute FIRST
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*/
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#include <
shogun/lib/config.h
>
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#include <
shogun/lib/common.h
>
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#include <
shogun/io/SGIO.h
>
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#include <
shogun/distance/ChiSquareDistance.h
>
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#include <
shogun/features/Features.h
>
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using namespace
shogun;
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CChiSquareDistance::CChiSquareDistance
() :
CDenseDistance
<
float64_t
>()
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{
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}
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CChiSquareDistance::CChiSquareDistance
(
CDenseFeatures<float64_t>
* l,
CDenseFeatures<float64_t>
* r)
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:
CDenseDistance
<
float64_t
>()
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{
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init
(l, r);
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}
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CChiSquareDistance::~CChiSquareDistance
()
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{
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cleanup
();
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}
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bool
CChiSquareDistance::init(
CFeatures
* l,
CFeatures
* r)
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{
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bool
result=
CDenseDistance<float64_t>::init
(l,r);
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return
result;
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}
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void
CChiSquareDistance::cleanup
()
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{
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}
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float64_t
CChiSquareDistance::compute
(int32_t idx_a, int32_t idx_b)
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{
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int32_t alen, blen;
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bool
afree, bfree;
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float64_t
* avec=
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((
CDenseFeatures<float64_t>
*)
lhs
)->get_feature_vector(idx_a, alen, afree);
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float64_t
* bvec=
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((
CDenseFeatures<float64_t>
*)
rhs
)->get_feature_vector(idx_b, blen, bfree);
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ASSERT
(alen==blen)
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float64_t
absTmp = 0;
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float64_t
result=0;
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{
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for
(int32_t i=0; i<alen; i++)
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{
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absTmp=fabs(avec[i])+fabs(bvec[i]);
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if
(absTmp!=0)
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result+=pow((avec[i]-bvec[i]),2)/absTmp;
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}
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}
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((
CDenseFeatures<float64_t>
*)
lhs
)->free_feature_vector(avec, idx_a, afree);
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((
CDenseFeatures<float64_t>
*)
rhs
)->free_feature_vector(bvec, idx_b, bfree);
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return
result;
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}
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