Research Article
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 |
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