Table 7.

Comparison of predictive performance with and without the Box-Cox method

Algorithm	Org_OD				Box-Cox_OD
	MAE (mins)	MdAE (mins)	MAPE (%)	R2	MAE (mins)	MdAE (mins)	MAPE (%)	R2
LR	48	35	1.17	0.12	43	25	0.76	0.06
PR	45	32	1.05	0.19	37	19	0.58	0.20
RF	27	16	0.50	0.62	24	12	0.37	0.63
XGBoost	21	13	0.38	0.81	20	11	0.32	0.82
NNr	24	14	0.45	0.71	22	13	0.39	0.74