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

Table 10

Prediction results after including meteorological data.

Type	Road	Methods	Meteorological features	MAD	MAPE	MAPE decrease; (no-yes)%
Temporary	B-E	RF	No			6.30%
			Yes
	E-H	SVM	No			7.28%
			Yes
	H-J	RF	No			3.80%
			Yes
Fixed	B-D	SVM	No			4.08%
			Yes
	E-F	RF	No			3.50%
			Yes
	G-H	SVM	No			5.80%
			Yes
Average						5.13%