資源簡介
采用核函數的ELM算法,可以獲得更好的效果
代碼片段和文件信息
function?TY?=?elm_kernel(?Elm_Type?Regularization_coefficient?Kernel_type?Kernel_para)
%?Usage:?elm(TrainingData_File?TestingData_File?Elm_Type?NumberofHiddenNeurons?ActivationFunction)
%?OR:????[TrainingTime?TestingTime?TrainingAccuracy?TestingAccuracy]?=?elm(TrainingData_File?TestingData_File?Elm_Type?NumberofHiddenNeurons?ActivationFunction)
%
%?Input:
%?TrainingData_File???????????-?Filename?of?training?data?set
%?TestingData_File????????????-?Filename?of?testing?data?set
%?Elm_Type????????????????????-?0?for?regression;?1?for?(both?binary?and?multi-classes)?classification
%?Regularization_coefficient??-?Regularization?coefficient?C
%?Kernel_type?????????????????-?Type?of?Kernels:
%???????????????????????????????????‘RBF_kernel‘?for?RBF?Kernel
%?????????????
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2016-10-08?14:08??交叉KELM\
?????文件????????7768??2016-04-19?17:53??交叉KELM\elm_kernel.asv
?????文件????????7768??2016-04-19?17:57??交叉KELM\elm_kernel.m
?????文件????????2809??2016-04-19?10:33??交叉KELM\kelmpredict.asv
?????文件????????2809??2016-04-19?17:54??交叉KELM\kelmpredict.m
?????文件????????7335??2016-04-20?10:22??交叉KELM\kelmtrain.asv
?????文件????????7335??2016-04-20?10:22??交叉KELM\kelmtrain.m
?????文件????????8455??2016-04-26?20:54??交叉KELM\main.asv
?????文件????????8372??2016-05-05?09:57??交叉KELM\main.m
?????文件??????171497??2010-10-14?20:24??交叉KELM\spectra_data.mat
?????文件????????7144??2016-04-26?21:09??交叉KELM\wucha.asv
?????文件????????7144??2016-04-26?21:11??交叉KELM\wucha.m
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