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采用極限學(xué)習(xí)機(jī)即(ELM)進(jìn)行回歸和預(yù)測(cè)的MATLAB代碼, 親測(cè)可用,只需要替換自己的數(shù)據(jù)即可.

資源截圖

代碼片段和文件信息

function?Y?=?elmpredict(PIWBLWTFTYPE)
%?ELMPREDICT?Simulate?a?Extreme?Learning?Machine
%?Syntax
%?Y?=?elmtrain(PIWBLWTFTYPE)
%?Description
%?Input
%?P???-?Input?Matrix?of?Training?Set??(R*Q)
%?IW??-?Input?Weight?Matrix?(N*R)
%?B???-?Bias?Matrix??(N*1)
%?LW??-?layer?Weight?Matrix?(N*S)
%?TF??-?Transfer?Function:
%???????‘sig‘?for?Sigmoidal?function?(default)
%???????‘sin‘?for?Sine?function
%???????‘hardlim‘?for?Hardlim?function
%?TYPE?-?Regression?(0default)?or?Classification?(1)
%?Output
%?Y???-?Simulate?Output?Matrix?(S*Q)
%?Example
%?Regression:
%?[IWBLWTFTYPE]?=?elmtrain(PT20‘sig‘0)
%?Y?=?elmtrain(PIWBLWTFTYPE)
%?Classification
%?[IWBLWTFTYPE]?=?elmtrain(PT20‘sig‘1)
%?Y?=?elmtrain(PIWBLWTFTYPE)
%?See?also?ELMTRAIN
%?Yu?Lei11

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

?????文件???????1439??2017-11-03?14:50??Elmpredict.m

?????文件???????1754??2017-11-03?14:50??Elmtrain.m

?????文件???????3071??2017-11-03?14:51??fenlei.m

?????文件???????1294??2017-11-03?14:51??huiguinihe.m

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

?????????????????7558????????????????????4


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