function????predClass?=?Classify（Y?X?group_index?weight?W）

K?=?size（Y1）;

a_total?=?[];
for?（i=unique（group_index{1}））

????c?=?[];
????d?=?[];
????for?（k=1:K）
????????cur_idx?=?find（group_index{k}‘==i）;
????????W_temp?=?W{k}（cur_idx）;
????????c?=?[c;?weight{k}*（-2*（Y{k}（cur_idx））‘*W_temp+W_temp‘*X{k}（cur_idxcur_idx）*W_temp）];
????????d?=?[d;?weight{k}*sum（W_temp）];
????end????
????a?=?-sum（c）;
????a_total?=?[a_totala];
end

[drop?predClass]?=?max（a_total）;

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

?????文件???????2459??2009-10-22?20:28??demo_mtjsrc_OxfordFlower_17\data\datasplits\datasplits_1.mat

?????文件???????2461??2009-10-22?20:28??demo_mtjsrc_OxfordFlower_17\data\datasplits\datasplits_2.mat

?????文件???????2460??2009-10-22?20:28??demo_mtjsrc_OxfordFlower_17\data\datasplits\datasplits_3.mat

?????文件????????740??2010-06-29?22:48??demo_mtjsrc_OxfordFlower_17\HOW_TO_USE.txt

?????文件????????491??2010-06-29?13:41??demo_mtjsrc_OxfordFlower_17\source?code\Classify.m

?????文件???????1945??2010-06-29?13:43??demo_mtjsrc_OxfordFlower_17\source?code\Data_Generation.m

?????文件???????2144??2010-06-29?13:42??demo_mtjsrc_OxfordFlower_17\source?code\Demo_MTJSRC_OxfordFlower_17.m

?????文件???????3025??2010-06-25?10:07??demo_mtjsrc_OxfordFlower_17\source?code\MTJSRC_APG.m

?????目錄??????????0??2010-06-29?13:31??demo_mtjsrc_OxfordFlower_17\data\17_Similarity_Matrices

?????目錄??????????0??2010-06-29?13:31??demo_mtjsrc_OxfordFlower_17\data\datasplits

?????目錄??????????0??2010-06-29?13:32??demo_mtjsrc_OxfordFlower_17\data\tasks

?????目錄??????????0??2010-06-29?13:31??demo_mtjsrc_OxfordFlower_17\data

?????目錄??????????0??2010-06-29?13:33??demo_mtjsrc_OxfordFlower_17\result

?????目錄??????????0??2010-06-29?13:41??demo_mtjsrc_OxfordFlower_17\source?code

?????目錄??????????0??2010-06-29?13:31??demo_mtjsrc_OxfordFlower_17

-----------?---------??----------?-----??----

????????????????15725????????????????????15