Mathematical Problems in Engineering

Research Article

The Use of a Machine Learning Method to Predict the Real-Time Link Travel Time of Open-Pit Trucks

Table 5

LTTP evaluation based on the different ML models.


Link road	Road type	Evaluation	kNN	SVM	RF

B-E	Fixed	MAD
B-E		MAPE
E-H		MAD
E-H		MAPE
H-J		MAD
H-J		MAPE

B-D	Temporary	MAD
B-D		MAPE
E-F		MAD
E-F		MAPE
G-H		MAD
G-H		MAPE