Forecasting Dry Bulk Freight Index with Improved SVM

Table 2

RMSE of the three prediction models.

Model	RMSE
ARMA	78.96465
VAR	90.56454
Neural network (𝑛=8)	96.95657
Neural network (𝑛=10)	65.97173
SVM	21.67031