Research Article
Air Transportation Direct Share Analysis and Forecast
Table 6
Model forecasting performance comparison.
| Model category | Model name | Testing RMSE |
| Model used by FAA TAF | | 0.0942 |
| Parametric models | MLR (with feature selection) | 0.1262 | Beta regression | 0.0968 |
| Nonparametric models | Random Forest | 0.0783 | GBM | 0.0780 |
| C-based learning | C-based | 0.0772 |
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