%??ClassifyOnNN?computes?the?classification?accuracy
%??CP=ClassifyOnNN（DMtrainClassIDstestClassIDs）?returns?the?classification?accuracy?
%??The?input?“DM“?is?a?m*n?distance?matrix?m?is?the?number?of?test?samples?n?is?the?number?of?training?samples
%??‘trainClassIDs‘?and?‘testClassIDs‘?stores?the?class?ID?of?training?and
%??test?samples

%??Examples
%??--------
%???????I1=imread（‘rice1.png‘）;
%???????I2=imread（‘rice2.png‘）;
%???????I3=imread（‘rice3.png‘）;
%???????I4=imread（‘rice4.png‘）;
%???????mapping=getmapping（8‘u2‘）;?
%???????M（1:）=LBPV（I118mapping）;?%?LBPV?histogram?in?（81）?neighborhood?using?uniform?patterns
%???????M（2:）=LBPV（I218mapping）;?
%???????S（1:）=LBPV（I318mapping）;?
%???????S（2:）=LBPV（I418mapping）;?
%???????M?=?ConvertU2LBP（M8）;?%?convert?u2?LBP?or?LBPV?to?meet?the?requirement?of?global?matching?scheme
%???????S?=?ConvertU2LBP（S8）;
%???????DM?=?distGMPDRN（MS823）;
%???????CP=ClassifyOnNN（DM[11][11]）;

function?CP=ClassifyOnNN（DMtrainClassIDstestClassIDs）
%?Version?1.0
%?Authors:?Zhenhua?Guo?Lei?Zhang?and?David?Zhang
%?Copyright?@?Biometrics?Research?Centre?the?Hong?Kong?Polytechnic?University

if?nargin<3
????disp（‘Not?enough?input?parameters.‘）
????return
end

rightCount?=?0;
for?i=1:length（testClassIDs）;
????[distNew?index]=?min（DM（i:））;???%?find?Nearest?Neighborhood
????if?trainClassIDs（index）?==?testClassIDs（i）??%?judge?whether?the?nearest?one?is?correctly?classified
????????rightCount?=?rightCount+1;
????end
end
CP?=?rightCount/length（testClassIDs）*100;

?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????文件????????1573??2009-06-30?13:04??CLBP\ClassifyOnNN.m
?????文件????????4676??2019-09-06?10:17??CLBP\DemoCodesForOutex.m
?????文件????????6701??2019-09-06?11:11??CLBP\clbp.m
?????文件????????1220??2009-06-30?08:39??CLBP\distMATChiSquare.m
?????文件????????2806??2019-09-06?10:11??CLBP\getmapping.m
?????文件?????????620??2019-09-02?20:16??CLBP\readme.txt
?????文件???????22367??2006-12-04?11:15??CLBP\rice.png
?????目錄???????????0??2019-09-06?14:11??CLBP\