Computational Models for Forecasting Electric Vehicle Energy Demand

Table 7

Ensemble hyperparameter optimization results.

Model	Method	NLC	LR	MLS	MNS	VS	MO
Ensemble-I	Bag	16	—	19	31	5	10.34
Ensemble-II	LSBoost	39	0.28721	21	1	2	10.36

MLS = minimum leaf size; MNS = maximum number of splits; VS = number of variables to sample; NLC = number of learning cycles. LR = learning rate; MO = minimum objective.