Research Article

Forecasting Crude Oil Price with Multiscale Denoising Ensemble Model

Table 4

Out-of-sample directional predictive accuracy comparison of different models.

Models Dstat% PT

ARMA 52.98 0.0896
LSSVR 52.52 0.0988
WDN-ICA-LSSVR 55.05 0.0095