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Accuracy assessment with different aggregation methods.
| Method | Land use feature | Travel feature | ||||
|---|---|---|---|---|---|---|
| MAE | MSE | RMSE | MAE | MSE | RMSE | |
| Average | 7.8254 | 799.2813 | 27.1161 | 7.7472 | 792.8558 | 27.0775 |
| TF-IDF weighted | 9.0905 | 940.0272 | 29.2872 | 9.097 | 939.2574 | 29.3864 |
| SIF | 7.1193 | 719.7743 | 25.8448 | 7.1603 | 724.8487 | 26.0272 |
| P-SIF | 7.0739 | 713.0572 | 25.7088 | 6.7168 | 499.7532 | 18.0208 |
