Computational Models for Forecasting Electric Vehicle Energy Demand

Table 2

Model performance measures.

Measure	SVR	GPR	ANN	DT	Ensemble
Type-I
(training)	0.807	1	0.809	0.832	0.89
(testing)	0.79	0.79	0.796	0.664	0.806
RMSE (training)	172.44	0.05	171.366	161.963	135.41
RMSE (testing)	189.01	189.78	187.719	234.5571	183.89
Type-II
(training)	0.802	1	0.8048	0.81	0.83
(testing)	0.803	0.787	0.802	0.75	0.77
RMSE (training)	174.11	0.05	173.67	170.15	160.87
RMSE (testing)	184.42	190.89	185.12	202.87	198.53