Research Article
Forecasting Passenger Flow Distribution on Holidays for Urban Rail Transit Based on Destination Choice Behavior Analysis
Table 7
Mean absolute error of prediction results.
| Category | Mean absolute error (person trips) | SCG | SVM | BP | RBF | The proposed model |
| Existing to new lines | 49.92 | 99.81 | 67.26 | 82.96 | 23.14 | New line to existing line | 48.07 | 76.62 | 119.80 | 105.64 | 23.26 | New line to new line | 90.03 | 141.72 | 96.56 | 131.55 | 41.30 | Existing line to existing line | 154.94 | 152.50 | 152.12 | 171.68 | 64.10 | Whole network | 130.22 | 140.86 | 139.08 | 157.27 | 54.63 |
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