Table 5 Comparison of classification accuracy between the Method proposed in this paper and other Multi-feature Fusion methods.

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

Method

Accuracy (%)

Wavelet Packet Energy + Hierarchical Fuzzy Entropy4

88.26

Linear + Nonlinear Features5

86.98

Multiple Features in the Frequency and Time Domains6

90.875

AR + VMD-BIS + CSP22

93.33

The method proposed in this study

95.49