%?This?is?an?example?to?use?KiSar?method?on?the?miml?image?data?set?‘scene‘.?
%?In?particular?1800?bags?are?labeled?while?the?rest?are?unlabeled.?

addpath（‘liblinear-1.8‘）;
addpath（‘auxiliary‘）;
%%?example_data數據庫
load（‘example_data.mat‘）;
train_bags?=?cell（size（train_data1）1）;
for?i?=?1:size（train_data1）
????train_bags{i1}?=?train_data{i1}‘;
end
test_bags?=?cell（size（test_data1）1）;
for?i?=?1:size（test_data1）
????test_bags{i1}?=?test_data{i1}‘;
end
train_targets?=?train_targets‘;
test_targets?=?test_targets‘;

%?%%?scene數據庫
%?load（‘scene.mat‘）;

%set?the?parameters
options?=?[];
options.C?=?500;?%parameter?for?liblinear
options.iteration?=?20;?%maximum?optimization?iteration
options.epsilon?=?1e-3;?%epsilon?
options.K?=?1000;?%maximum?number?of?prototypes

%set?the?label?relation?NN_matrix
[Ttemp]?=?size（train_targets）;
y?=?（train_targets+1）/2;
cor?=?y*y‘;?%?co-occurence
NN_matrix?=?（cor>=50）;

%training
model?=?kisar_train（train_bags?train_targets?NN_matrix?options）;

%prediction
[prediction?pre_label?result]?=?kisar_predict（model?test_bags?test_targets）;

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----

?????文件????????649??2009-02-04?22:04??DMIMLSVM\Auxiliary\Average_f1.m

?????文件???????1910??2005-04-21?16:43??DMIMLSVM\Auxiliary\Average_precision.m

?????文件????????863??2009-02-04?22:01??DMIMLSVM\Auxiliary\Average_recall.m

?????文件???????1334??2005-01-23?22:10??DMIMLSVM\Auxiliary\coverage.m

?????文件????????539??2005-01-23?21:39??DMIMLSVM\Auxiliary\Hamming_loss.m

?????文件???????3262??2010-02-12?21:15??DMIMLSVM\Auxiliary\MIML_cluster.m

?????文件???????1727??2005-05-31?14:52??DMIMLSVM\Auxiliary\One_error.m

?????文件???????1681??2005-04-21?16:43??DMIMLSVM\Auxiliary\Ranking_loss.m

?????文件????????884??2006-12-30?11:03??DMIMLSVM\BootStrap.m

?????文件????????157??2009-03-06?22:23??DMIMLSVM\calibr.m

?????文件???????1190??2011-10-17?15:38??DMIMLSVM\CCCP.m

?????文件???????5322??2007-07-25?17:23??DMIMLSVM\CCCPStep.m

?????文件???????5166??2007-06-04?17:02??DMIMLSVM\CCCPStep2.m

?????文件??????12554??2007-11-13?21:35??DMIMLSVM\cutting_plane\301350_result.mat

?????文件???????1552??2007-10-15?16:25??DMIMLSVM\cutting_plane\cal_err.m

?????文件????????182??2007-11-13?14:56??DMIMLSVM\cutting_plane\cal_err_new.m

?????文件??????15199??2007-11-13?16:04??DMIMLSVM\cutting_plane\cutting_plane.m

?????文件???????6823??2008-03-30?21:36??DMIMLSVM\cutting_plane\cutting_plane_new.m

?????文件???????6825??2008-01-25?16:23??DMIMLSVM\cutting_plane\cutting_plane_new_old.m

?????文件?????????35??2007-09-27?10:58??DMIMLSVM\cutting_plane\D.m

?????文件????????103??2007-09-30?19:19??DMIMLSVM\cutting_plane\d2i.m

?????文件?????????42??2007-09-27?14:21??DMIMLSVM\cutting_plane\extra.m

?????文件?????????46??2007-09-27?14:22??DMIMLSVM\cutting_plane\extra_h.m

?????文件?????????58??2007-09-27?14:24??DMIMLSVM\cutting_plane\extra_st.m

?????文件????????356??2007-10-24?10:20??DMIMLSVM\cutting_plane\full_qpdantz.m

?????文件????????465??2007-11-13?15:51??DMIMLSVM\cutting_plane\full_quadprog.m

?????文件????????145??2007-11-01?13:34??DMIMLSVM\cutting_plane\make.m

?????文件????5361567??2007-11-17?03:00??DMIMLSVM\cutting_plane\MIML.mat

?????文件?????????32??2007-11-16?09:09??DMIMLSVM\cutting_plane\parameter_selection.m

?????文件???????1950??2007-10-15?13:17??DMIMLSVM\cutting_plane\prun.m

............此處省略69個文件信息