Research Article
Bus Single-Trip Time Prediction Based on Ensemble Learning
Table 5
Wilcoxon Single-Rank and Friedman test result.
| Models | TimeStep = 4 | TimeStep = 6 | Wilcoxon single-rank test () | Friedman test () | Wilcoxon single-rank test () | Friedman test () |
| LSTM | 0.00004 | 0.000298 | 0.00251 | 0.000463 | GRU | 0.00891 | 0.00830 | LR | 0.00916 | 0.00962 | KNN | 0.00612 | 0.00973 | XGBoost | 0.00315 | 0.00988 | LR-stacking | 0.00979 | 0.01374 | AdaBoost-boosting | 0.01693 | 0.01421 |
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