資源簡介
極端學習機的改進算法,增強隨機搜索能力的極端學習機EI-ELM主程序
代碼片段和文件信息
function?[LTrainingTime?TrainingAccuracy?TestingAccuracy]?=?EI_ELM(TrainingData_File?TestingData_File?MaxNumberofHiddenNeurons?ActivationFunction?Problem_TypeEpsilon)
%?Input:
%?TrainingData_File?????-?Filename?of?training?data?set
%?TestingData_File??????-?Filename?of?testing?data?set
%?MaxNumberofHiddenNeurons?-?Maximum?number?of?hidden?neurons?assigned
%?ActivationFunction????-?Type?of?activation?function:
%???????????????????????????‘sig‘?for?Sigmoidal?function
%???????????????????????????‘sin‘?for?Sine?function
%???????????????????????????‘hardlim‘?for?Hardlim?function
%
%?Output:?
%?TrainingTime??????????-?Time?(seconds)?spent?on?training?ELM
%?TrainingAccuracy??????-?Training?accuracy:?
%???????????????????????????RMSE?for?regression?or?correct?classification?rate?for?class
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????13925??2012-03-05?21:17??EI_ELM.m
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