Bus Single-Trip Time Prediction Based on Ensemble Learning

Table 9

Wilcoxon Single-Rank and Friedman test results.

Models	TimeStep = 4		TimeStep = 6
	Wilcoxon single-rank test ()	Friedman test ()	Wilcoxon single-rank test ()	Friedman test ()
LSTM	0.00942	0.000327	0.00887	0.000409
GRU	0.00725		0.00891
LR	0.00932		0.00736
KNN	0.00462		0.00623
XGBoost	0.00152		0.00693
LR-stacking	0.00979		0.01729
AdaBoost-boosting	0.00957		0.00932