%?function?[jaccardpurityefficiency]=calculateJaccardByReference（algorithmreal）
%???Calculate?thr?jaccard?purityefficiency?values?for?each?one?of?the
%???clusters?（in?contrast?to?the?‘by?pairs‘?calculation）
%?Input:
%???algorithm?-?the?clusters?tags?as?suggested?by?the?algorithm
%???real?-?the?true?clusters?tags
%?Output:
%???jaccard?-?jaccard?values?vector?-?size?of?the?vector?==?number?of?true?（real）?clusters?（jaccard（ind）?=?n11/（n11+n10+n01）;）
%???purity?-?purity?values?vector?-?size?of?the?vector?==?number?of?true?（real）?clusters?（purity（ind）?=?n11/（n11+n01）;）
%???efficiency?-?efficiency?values?vector?-?size?of?the?vector?==?number?of?true?（real）?clusters?（efficiency（ind）?=?n11/（n11+n10）;）
function?[jaccardpurityefficiency]=calculateJaccardByReference（algorithmreal）
newClassification=relabelClassificationFromReference（algorithmreal）;%?relablel?the?vector
jaccard=zeros（max（real）1）;
purity=zeros（max（real）1）;
efficiency=zeros（max（real）1）;

for?ind?=1:?max（real）
????realClass?=?find（real?==?ind）;
????algoClass?=?find（newClassification==ind）;
????n11?=?length（intersect（realClassalgoClass））;
????n10?=length（setdiff（realClassalgoClass））;
????n01?=length（setdiff（algoClassrealClass））;
????if?n11>0
????????jaccard（ind）?=?n11/（n11+n10+n01）;
????????purity（ind）?=?n11/（n11+n01）;
????????efficiency（ind）?=?n11/（n11+n10）;??
????else
????????jaccard（ind）=0;
????????purity（ind）=0;
????????efficiency（ind）=0;
????end
end

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????24584??2003-10-11?17:25??paramsForCNNDlg.fig
?????文件???????11989??2003-10-11?17:35??paramsForCNNDlg.m
?????文件???????21840??2003-11-15?11:54??paramsForQCDlg.fig
?????文件???????11884??2003-11-15?12:15??paramsForQCDlg.m
?????文件????????1075??2004-01-09?17:40??plotClassification.m
?????文件?????????657??2003-11-30?18:24??plotClusters.m
?????文件????????1281??2003-12-27?11:44??plotClustersInColors.m
?????文件????????1060??2003-11-11?20:01??plotPEJ.m
?????文件?????????756??2003-11-15?12:44??plotTruncateData.m
?????文件????????2150??2002-05-25?22:37??qc.m
?????文件?????????853??2004-02-29?19:59??qcClustering.m
?????文件??????????95??2004-02-01?02:04??qui.m
?????文件?????????997??2004-03-01?02:18??referenceClustering.m
?????文件????????1119??2004-03-04?02:05??relabelClassificationFromReference.m
?????文件????????1812??2004-03-13?03:44??reorderData.m
?????文件????????1600??2003-11-15?14:30??show_qc.m
?????文件????????1215??2003-10-04?15:42??truncateInput.m
?????文件????????1473??2004-03-19?19:23??calculateJaccardByReference.m
?????文件???????19872??2003-10-05?19:23??clusterResultsDlg.fig
?????文件????????4707??2003-10-11?17:19??clusterResultsDlg.m
?????文件???????13104??2004-03-22?22:17??clustersTextualResults.fig
?????文件???????10615??2004-03-23?16:22??clustersTextualResults.m
?????文件???????35840??2004-01-09?14:39??clustersTool2.fig
?????文件???????22455??2004-01-09?18:48??clustersTool2.m
?????文件???????24576??2003-11-03?12:15??clustersTool3.fig
?????文件???????12862??2003-11-03?12:15??clustersTool3.m
?????文件???????17392??2004-01-10?10:46??clustersTool.fig
?????文件???????12378??2004-01-10?10:46??clustersTool.m
?????文件???????25880??2004-03-02?00:38??clustersToolMethods.fig
?????文件???????10375??2004-03-05?18:02??clustersToolMethods.m
?????文件???????43808??2004-03-19?19:23??clustersToolResults.fig
............此處省略26個文件信息