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