Research Article
Initialization by a Novel Clustering for Wavelet Neural Network as Time Series Predictor
Table 6
Some test results of different models for traffic volume time series.
| Method | Inputs | RMSE for testing set |
| Linear prediction method | 6 | 0.3090 | Sixth-order polynomial | 6 | 0.1381 | Back-propagation NN [21] | 6 | 0.1244 | Back-propagation NN [21] | 12 | 0.1220 | Radial basis function NN | 6 | 0.0743 | Elman NN | 6 | 0.1041 |
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