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Table 4

The parameters of the prediction methods

MethodParameters
ARMA p is 4, q is 2 
SVM  is 6.2673, is 0.3659, C is 106.3680 
LSSVM  is 10.3625, is 77.3628 
BP neural network The input layer is 30, the middle layer is 20, the output layer is 6, the learning rate is 0.01, and the maximum number of iterations is 3,000 
Elman neural network The input layer is 30, the middle layer is 20, the output layer is 6, and the maximum number of iterations is 3,000 
MethodParameters
ARMA p is 4, q is 2 
SVM  is 6.2673, is 0.3659, C is 106.3680 
LSSVM  is 10.3625, is 77.3628 
BP neural network The input layer is 30, the middle layer is 20, the output layer is 6, the learning rate is 0.01, and the maximum number of iterations is 3,000 
Elman neural network The input layer is 30, the middle layer is 20, the output layer is 6, and the maximum number of iterations is 3,000 
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