Research Article

Initialization by a Novel Clustering for Wavelet Neural Network as Time Series Predictor

Table 4

Some test results of different models for Box-Jenkins time series.

MethodInputsRMSE for testing set

Surmann’s model [24] 20.400
Lee’s model [25] 20.638
Lin’s model [26] 50.511
Nie’s model [27] 40.412
ANFIS model [28] 20.085
FuNN model [29] 20.071