Table 3 Corresponding hyperparameter setting values of MKELM for each trial participant.

From: Method for EEG signal recognition based on multi-domain feature fusion and optimization of multi-kernel extreme learning machine

Subject

Hyperparameters of MKELM

C

λ₂

γ

λ₃

σ

λ₄

β

A

508.29

0.64

15

0.45

468.65

0.35

176.88

B

430.62

0.55

11

0.41

571.46

0.03

276.75

C

600.55

0.24

17

0.78

579.48

0.13

140.78

D

430.76

0.88

17

0.35

671.13

0.03

376.75

E

600.97

0.24

21

0.88

769.38

0.33

139.88

F

527.21

0.25

19

0.78

669.96

0.23

156.38

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