%%?離散Hopfield的分類——高校科研能力評(píng)價(jià)

%%?清空環(huán)境變量
clear?all
clc

%%?導(dǎo)入數(shù)據(jù)
load?class.mat

%%?目標(biāo)向量
T?=?[class_1?class_2?class_3?class_4?class_5];

%%?創(chuàng)建網(wǎng)絡(luò)
net?=?newhop（T）;

%%?導(dǎo)入待分類樣本
load?sim.mat
A?=?{[sim_1?sim_2?sim_3?sim_4?sim_5]};

%%?網(wǎng)絡(luò)仿真
Y?=?sim（net{25?20}{}A）;

%%?結(jié)果顯示
Y1?=?Y{20}（:1:5）
Y2?=?Y{20}（:6:10）
Y3?=?Y{20}（:11:15）
Y4?=?Y{20}（:16:20）
Y5?=?Y{20}（:21:25）

%%?繪圖
result?=?{T;A{1};Y{20}};
figure
for?p?=?1:3
????for?k?=?1:5?
????????subplot（35（p-1）*5+k）
????????temp?=?result{p}（:（k-1）*5+1:k*5）;
????????[mn]?=?size（temp）;
????????for?i?=?1:m
????????????for?j?=?1:n
????????????????if?temp（ij）?>?0
???????????????????plot（jm-i‘ko‘‘MarkerFaceColor‘‘k‘）;
????????????????else
???????????????????plot（jm-i‘ko‘）;
????????????????end
????????????????hold?on
????????????end
????????end
????????axis（[0?6?0?12]）
????????axis?off
????????if?p?==?1
???????????title（[‘class‘?num2str（k）]）
????????elseif?p?==?2
???????????title（[‘pre-sim‘?num2str（k）]）
????????else
???????????title（[‘sim‘?num2str（k）]）
????????end
????end????????????????
end

%?案例擴(kuò)展（無(wú)法分辨情況）
noisy?=?[1?-1?-1?-1?-1;-1?-1?-1?1?-1;
????????-1?1?-1?-1?-1;-1?1?-1?-1?-1;
????????1?-1?-1?-1?-1;-1?-1?1?-1?-1;
????????-1?-1?-1?1?-1;-1?-1?-1?-1?1;
????????-1?1?-1?-1?-1;-1?-1?-1?1?-1;
????????-1?-1?1?-1?-1];
y?=?sim（net{5?100}{}{noisy}）;
a?=?y{100}

?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----

?????文件???????2478??2010-12-31?13:51??tools\checkdata.py

?????文件???????2696??2010-12-31?13:51??tools\easy.py

?????文件??????11773??2011-02-02?23:55??tools\grid.py

?????文件???????4709??2010-09-12?21:39??tools\README

?????文件???????3004??2010-12-31?13:51??tools\subset.py

?????文件?????140288??2011-03-25?17:35??windows\libsvm.dll

?????文件???????7680??2011-03-25?17:35??windows\libsvmread.mexw32

?????文件??????11264??2011-03-25?17:35??windows\libsvmread.mexw64

?????文件???????7168??2011-03-25?17:35??windows\libsvmwrite.mexw32

?????文件??????10240??2011-03-25?17:35??windows\libsvmwrite.mexw64

?????文件?????107008??2011-03-25?17:35??windows\svm-predict.exe

?????文件??????80384??2011-03-25?17:35??windows\svm-scale.exe

?????文件?????140288??2011-03-25?17:35??windows\svm-toy.exe

?????文件?????135680??2011-03-25?17:35??windows\svm-train.exe

?????文件??????19968??2011-03-25?17:35??windows\svmpredict.mexw32

?????文件??????25088??2011-03-25?17:35??windows\svmpredict.mexw64

?????文件??????48640??2011-03-25?17:35??windows\svmtrain.mexw32

?????文件??????62976??2011-03-25?17:35??windows\svmtrain.mexw64

?????文件??????62509??2011-03-08?21:25??svm.cpp.bak

?????文件???????5381??2011-02-05?20:21??svm-predict.c

?????文件???????7042??2009-03-16?23:16??svm-scale.c

?????文件???????8891??2011-02-05?20:21??svm-train.c

?????文件???????3129??2011-03-08?21:25??svm.h

?????文件??????62509??2011-06-08?14:07??svm.cpp

?????文件????????434??2010-09-12?20:11??svm.def

?????文件??????68901??2011-03-26?11:25??FAQ.html

?????文件???????1087??2010-09-12?20:11??Makefile.win

?????文件???????1497??2011-03-26?11:25??COPYRIGHT

?????文件??????27670??2003-07-12?12:07??heart_scale

?????文件????????528??2010-09-12?20:11??Makefile

............此處省略145個(gè)文件信息