function?[Mean?Ninedetail]?=?avgerror（kcheckerreflimitmode）
%?Function?to?calculate?average?error?nineteeth?percentile?error?other
%?details

%?Input
%?k????????????????:?k?for?kNN?（k-Nearest?Neighbour）
%?validation_index?:?Row?no.?of?validation?data?whose?position?is?to?determined
%?checker??????????:?Validation?data
%?ref??????????????:?training?data

%?mode?????????????:?1?for?FM?2?for?WiFi?3?for?both?Fm?and?Wifi

%?Output
%?Mean?????????????:?Average?error
%?Nine?????????????:?Nineteeth?percentile?error
%?detail???????????:?（Column1Colum2）=>?Actual?coordinates
%?（Column3Column4）=>?Predicted?Coordinated?Column5?=>?Error

Mean=0;
error=zeros（1limit）;
detail?=?zeros（limit5）;
for?i=1:limit
????fprintf（‘%3d?%‘i）;
????%?Change?posE?to?posM?inorder?to?calculate?for?manhattan?distance
????[error（i）?p]=posE（kicheckerrefmode）;
????detail（i1）?=?checker（i1）;
????detail（i2）?=?checker（i2）;
????detail（i3）?=?p（1）;
????detail（i4）?=?p（2）;
????detail（i5）?=?error（i）;
????fprintf（‘\b\b\b\b‘）;
end
error?=?sort（error）;
Mean?=?mean（error）;
nineth?=?floor（0.9*limit）;
Nine?=?error（nineth）;
end

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2017-09-05?07:48??Indoor-Localization-master\
?????文件?????????571??2017-09-05?07:48??Indoor-Localization-master\FMDOOR.m
?????文件????????9085??2017-09-05?07:48??Indoor-Localization-master\Lineartraining.csv
?????文件????????1565??2017-09-05?07:48??Indoor-Localization-master\Linearvalidation.csv
?????目錄???????????0??2017-09-05?07:48??Indoor-Localization-master\Plots\
?????文件???????25056??2017-09-05?07:48??Indoor-Localization-master\Plots\cdfEuclidean.png
?????文件???????25248??2017-09-05?07:48??Indoor-Localization-master\Plots\cdfManhattan.png
?????文件???????20558??2017-09-05?07:48??Indoor-Localization-master\Plots\fmCDFplot.png
?????文件???????22414??2017-09-05?07:48??Indoor-Localization-master\Plots\fmCDFplotLINEAR.png
?????文件??????485470??2017-09-05?07:48??Indoor-Localization-master\Plots\fmDoor.png
?????文件??????225847??2017-09-05?07:48??Indoor-Localization-master\Plots\fmlog.png
?????文件??????406695??2017-09-05?07:48??Indoor-Localization-master\Plots\wifidoor.png
?????文件?????????324??2017-09-05?07:48??Indoor-Localization-master\README.md
?????文件?????????549??2017-09-05?07:48??Indoor-Localization-master\WIFIDOOR.m
?????文件????????1119??2017-09-05?07:48??Indoor-Localization-master\avgerror.m
?????文件????????3026??2017-09-05?07:48??Indoor-Localization-master\data.mat
?????文件?????????763??2017-09-05?07:48??Indoor-Localization-master\fmLog.m
?????文件?????????795??2017-09-05?07:48??Indoor-Localization-master\plotcdf.m
?????文件????????1127??2017-09-05?07:48??Indoor-Localization-master\plotcdfgrid.m
?????文件????????1486??2017-09-05?07:48??Indoor-Localization-master\posE.m
?????文件????????1487??2017-09-05?07:48??Indoor-Localization-master\posM.m
?????文件???????10126??2017-09-05?07:48??Indoor-Localization-master\ref.csv
?????文件????????2554??2017-09-05?07:48??Indoor-Localization-master\test.csv