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

Table 4

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

Methods	RMSE	MAP	ARV	MAPE	R^2	POCID
CVSS	0.006601	469.18	0.003469	3.3499	0.99653	90.3
S-system	0.007054	492.67	0.003947	3.5544	0.99605	90.1
ODE	0.008209	511.75	0.006142	4.4394	0.99386	89.3
FNT	0.01855	184.98	0.033387	26.885	0.96661	88.5
RBFNN	0.025259	85.343	0.062869	47.991	0.93713	85.9
ARIMA	0.027369	118.26	0.073748	48.231	0.92625	70.2