Research Article
Terrorist Group Behavior Prediction by Wavelet Transform-Based Pattern Recognition
Table 4
Comparison of prediction results of different models.
| Criteria | Prediction models | WNN | BP | ARIMA | GABP | ANFIS | SVR | RBF |
| MAE | | | | | | | | Node count | 7.722 | 7.773 | 9.313 | 8.407 | 8.314 | 8.157 | 8.246 | Component size | 0.836 | 1.348 | 1.487 | 1.189 | 0.854 | 0.875 | 1.171 | Clustering coefficient | 0.019 | 0.025 | 0.028 | 0.018 | 0.033 | 0.022 | 0.026 | Clique count | 4.887 | 5.066 | 6.300 | 5.231 | 6.580 | 6.012 | 6.313 | RMSE | | | | | | | | Node count | 10.377 | 10.187 | 12.376 | 10.991 | 12.152 | 10.198 | 13.475 | Component size | 1.537 | 1.733 | 1.945 | 1.552 | 1.436 | 1.385 | 1.435 | Clustering coefficient | 0.026 | 0.035 | 0.038 | 0.028 | 0.044 | 0.028 | 0.030 | Clique count | 8.133 | 8.777 | 7.713 | 8.294 | 9.167 | 9.631 | 9.656 |
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