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. 2020 Aug 22;20(17):4749. doi: 10.3390/s20174749

Table 13.

The effect of wavelet decomposition layers and sub-band selection on average classification accuracy of various datasets (the CSP-Wavelet method).

Dataset Without Sub-Bands Selected With Sub-Bands Selected
CSP-Wavelet+LOG (L1) CSP-Wavelet+LOG (L2) CSP-Wavelet+LOG (L1) CSP-Wavelet+LOG (L2)
dataset 1 83 82.86 84.29 84.29
dataset 2 83.03 82.96 83.4 83.4
dataset 3 79.72 79.44 78.19 78.19
dataset 4 80.12 80.48 79.4 79.4
All data 82.19 82.16 82.25 82.25