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

Table 5

Performance of RBFNN, FNT, ODE, S-system, and CVSS with Mackey–Glass chaos time series.

Methods	RMSE	MAP	ARV	MAPE	R^2	POCID
CVSS	0.009012	5.4256	0.0019403	0.89804	0.99806	96.177
S-system	0.024573	6.9489	0.011983	2.1923	0.98802	94.188
ODE	0.019789	7.4946	0.0074549	1.9057	0.99255	92.958
FNT	0.02445	10.187	0.009756	2.1314	0.99024	90.342
RBFNN	0.032639	13.306	0.020886	3.3305	0.97911	93.561