Forecasting the Direction of Short-Term Crude Oil Price Changes with Genetic-Fuzzy Information Distribution

Table 3

The Pareto solutions and fuzzy inference methods.

Series	Inference Method	m	h	n	RMSE	D
Brent	Rf-max	5	13	26	0.0146	0.75
Brent	Rs-avr	5	14	11	0.0132	0.7
Brent	Rs-max	5	13	16	0.0123	0.6
WTI	Rs-avr	5	10	27	0.0147	0.75

The bold estimators are optimal.