Time Series Prediction Based on Complex-Valued S-System Model

Table 2

Performance of ARIMA, RBFNN, FNT, ODE, S-system, and CVSS with the SSEI dataset.

Methods	RMSE	MAP	ARV	MAPE	R^2	POCID
CVSS	0.007053	9.6815	0.005206	1.1121	0.99501	90.1
S-system	0.008105	9.957	0.00535	1.1271	0.99465	90.3
ODE	0.010321	12.349	0.00981	1.391	0.99128	90.1
FNT	0.014559	18.931	0.018903	2.2848	0.9811	89.7
RBFNN	0.014681	20.06	0.018024	2.1804	0.98198	86.5
ARIMA	0.020766	20.533	0.029814	3.9766	0.97019	68.1