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Table 1 The final network size comparison of QKLMS and QKLMS-MDL in a system identification problem

From: Self-organizing kernel adaptive filtering

 

Abrupt change

\(\frac {1}{500}\)

\(\frac {1}{5000}\)

QKLMS

118.4±4.22

95.08±3.47

124.37±3.52

QKLMS-MDL

12.77±7.55

14.89±9.19

14.23±10.85