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

Table 3

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

Methods	RMSE	MAP	ARV	MAPE	R^2	POCID
CVSS	0.00632	7.7941	0.00075	0.83321	0.99932	88.1
S-system	0.008324	7.9168	0.001707	1.0035	0.99829	87.2
ODE	0.00841	7.9019	0.001741	1.4512	0.99799	87.7
FNT	0.016468	32.352	0.006859	2.5336	0.99314	87.0
RBFNN	0.03669	37.371	0.027513	4.5327	0.97249	86.7
ARIMA	0.049849	18.46	0.093189	5.31	0.90681	70.0