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

Table 2

Some test results of different models for Mackey-Glass time series.

Method	RMSE for testing set
Cascade correlation NN	0.06
Back-propagation NN	0.02
Sixth-order polynomial	0.04
Linear prediction method	0.55
Product T-norm [22]	0.0907
Genetic algorithm and fuzzy system [23]	0.049