資源簡介
Kernel_ELM傳說中的核-極限學習機,基于官網給的版本,拆分成了訓練和預測兩個模塊,方便大家得到訓練模型和預測標簽
代碼片段和文件信息
function?[TestingTime?Predict]?=?elm_kernel_predict(Testdata?Traindata?ELM_Kernel_Model)
%?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
-----------?---------??----------?-----??----
?????文件???????6525??2015-04-02?10:54??elm_kernel_train.m
?????文件???????4519??2015-04-02?17:19??elm_kernel_predict.m
-----------?---------??----------?-----??----
????????????????11044????????????????????2
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