資源簡介
ELM和ELM_2是現在流行的超強學習機(也叫極限學習機)源碼
EELM是有效ELM的源碼 (EELM發表于neuralcomputing ,作者:yuguangwang)
YELM是一種改進的ELM的源碼(已發表,作者:yuboyuan)
這個程序是三者的方法比對。
相關理論
代碼片段和文件信息
function?[TrainingTime?TestingTime?TrainingAccuracy?TestingAccuracyYTY]?=?EELMII2(TrainingData_File?TestingData_File?EELM_Type?NumberofHiddenNeuronsActivationFunction)
%?Usage:?elm(TrainingData_File?TestingData_File?EELM_Type?NumberofHiddenNeurons?ActivationFunction)
%?OR:????[TrainingTime?TestingTime?TrainingAccuracy?TestingAccuracy]?=?elm(TrainingData_File?TestingData_File?EELM_Type?NumberofHiddenNeurons)
%
%?Input:
%?TrainingData_File?????-?Filename?of?training?data?set
%?TestingData_File??????-?Filename?of?testing?data?set
%?EELM_Type??????????????-?0?for?regression;?1?for?(both?binary?and?multi-classes)?classification
%?NumberofHiddenNeurons?-?Number?of?hidden?neurons?assigned?to?the?ELM
%?ActivationFunction????-?Type?of?activation?function:
%???????????
?屬性????????????大小?????日期????時間???名稱
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?????文件??????11607??2010-10-04?17:49??ELM作手寫識別實驗源碼\EELMII2.m
?????文件???????8578??2010-10-04?17:49??ELM作手寫識別實驗源碼\ELM.m
?????文件???????8768??2010-10-04?17:49??ELM作手寫識別實驗源碼\elm_2.m
?????文件???????3936??2010-10-04?17:49??ELM作手寫識別實驗源碼\pendigits-orig.names.txt
?????文件???????5091??2010-10-04?17:50??ELM作手寫識別實驗源碼\pendigits.names.txt
?????文件???????1622??2010-10-04?17:50??ELM作手寫識別實驗源碼\pendigits_data.m
?????文件???????2710??2010-10-04?17:50??ELM作手寫識別實驗源碼\pendigits_learing?time?of?ELM?and?EELM.fig
?????文件???????2706??2010-10-04?17:50??ELM作手寫識別實驗源碼\pendigits_learing?time?of?ELM?and?YELM.fig
?????文件???????4368??2010-10-04?17:50??ELM作手寫識別實驗源碼\pendigits_mean.m
?????文件???????6482??2010-10-04?17:50??ELM作手寫識別實驗源碼\pendigits_mean2.m
?????文件???38051391??2010-10-04?17:56??ELM作手寫識別實驗源碼\pendigits_result.mat
?????文件????1075783??2011-03-10?16:49??ELM作手寫識別實驗源碼\pendigits_tes
?????文件?????237866??2010-10-04?17:56??ELM作手寫識別實驗源碼\pendigits_tes.txt
?????文件???????2924??2010-10-04?17:56??ELM作手寫識別實驗源碼\pendigits_testing?of?ELM?and?EELM.fig
?????文件???????2929??2010-10-04?17:56??ELM作手寫識別實驗源碼\pendigits_testing?of?ELM?and?YELM.fig
?????文件????1075834??2011-03-10?16:49??ELM作手寫識別實驗源碼\pendigits_tra
?????文件?????509594??2010-10-04?17:56??ELM作手寫識別實驗源碼\pendigits_tra.txt
?????文件???????2939??2010-10-04?17:56??ELM作手寫識別實驗源碼\pendigits_training?of?ELM?and?EELM.fig
?????文件???????2930??2010-10-04?17:56??ELM作手寫識別實驗源碼\pendigits_training?of?ELM?and?YELM.fig
?????文件???????9751??2010-10-04?17:56??ELM作手寫識別實驗源碼\y_elm.m
?????文件????????402??2011-07-20?10:26??ELM作手寫識別實驗源碼\說明.txt
?????目錄??????????0??2011-07-20?10:19??ELM作手寫識別實驗源碼
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