Local Prediction of Chaotic Time Series Based on Polynomial Coefficient Autoregressive Model

Table 2

The comparative results of different models of Mackey-Glass time series.

Prediction model	RMSE	MAE	NMSE
RBF-OLS (2006) [34]
ERNN (2007) [9]
PSO-LSSVM (2009) [25]
FBMNN (2009) [10]
HE-NARXNN (2010) [11]
IEOP (2010) [33]
ODCF-SVM (2012) [22]
LNF (2013) [21]
LSSVR (2013) [27]
IEC-LSSVM (2014) [20]
The proposed LPP
The proposed KLPP