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Table 3 Parameter settings for different algorithms in a time-series prediction

From: Self-organizing kernel adaptive filtering

 

Same network size

Same final MSE

QKLMS

γ=1.97

γ=1.54

QKLMS-MDL

L w =150

L w =150

KLMS-NC

σ 1=1.38

σ 1=0.85

 

σ 2=0.001

σ 2=0.001

KLMS-SC

λ=0.005

λ=0.005

 

T 1 = 90, T 2 = −0.085

T 1 = 300, T 2 = −1.6