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

Table 7

values of the different ML models for each link road.

Road	SVM	KNN	RF	Optimal ML model
B-E	0.28	0.16	0.41	SVM
E-H	0.83	0.16	0.67	SVM
H-J	0.72	0.13	0.56	SVM
B-D	0.89	0.23	0.7	SVM
E-F	0.54	0.24	0.73	RF
G-H	0.61	0.19	0.62	RF