資源簡介
使用極限學習機ELM算法進行遙感圖像分類的源代碼
代碼片段和文件信息
function?[?yp?]?=?ELM_classify(?xELM?)
%ELM網絡分類
%?x?——?待分類樣本
%?ELM?——?由函數ELM_train得到的ELM網絡
%?yp?——?預測輸出
%?ac?——?預測精度
ntx=size(x1);
%?H=zeros(size(x1)ELM.nn);
%?for?i=1:size(x1)
%?????for?j=1:ELM.nn
%?????????H(ij)=1/(1+exp(-(ELM.w(j:)*x(i:)‘+ELM.b(j))));
%?????end????
%?end
bb=ELM.b‘*ones(1ntx);
Iotemp=ones(ntxELM.nn);
H=Iotemp./(1+(exp(-ELM.w*x‘+bb))‘);
yp=H*ELM.beta;?
return
????
?屬性????????????大小?????日期????時間???名稱
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?????文件????????429??2011-08-11?21:32??ELMexam\ELM_classify.m
?????文件????????836??2011-08-11?21:33??ELMexam\ELM_train.m
?????文件????????771??2011-04-29?10:24??ELMexam\Linear_stretch.m
?????文件???????2917??2011-08-11?21:41??ELMexam\main_2.m
?????文件?????557595??2011-04-27?20:33??ELMexam\p_small.tif
?????文件??????13438??2012-04-25?10:49??ELMexam\s1.aux
?????文件???????5181??2011-04-28?14:42??ELMexam\s1.tif
?????文件???????3779??2011-04-28?14:49??ELMexam\s10.tif
?????文件???????3905??2011-04-28?14:50??ELMexam\s11.tif
?????文件???????3515??2011-04-28?14:50??ELMexam\s12.tif
?????文件???????3449??2011-04-28?14:51??ELMexam\s13.tif
?????文件???????3641??2011-04-28?14:53??ELMexam\s14.tif
?????文件???????4559??2011-04-28?14:44??ELMexam\s2.tif
?????文件???????4013??2011-04-28?14:59??ELMexam\s3.tif
?????文件???????3683??2011-04-28?14:45??ELMexam\s4.tif
?????文件???????3551??2011-04-28?14:45??ELMexam\s5.tif
?????文件???????3281??2011-04-28?14:46??ELMexam\s6.tif
?????文件???????4415??2011-04-28?14:47??ELMexam\s7.tif
?????文件??????13438??2012-04-25?10:49??ELMexam\s8.aux
?????文件???????3875??2011-04-28?14:47??ELMexam\s8.tif
?????文件???????4397??2011-04-28?14:48??ELMexam\s9.tif
?????目錄??????????0??2013-03-19?10:40??ELMexam
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???????????????644668????????????????????22
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