Table 1 Error rates (%) of proposed SPECTRA predictor and competing methods for dataset 1
From: SPECTRA: a tool for enhanced brain wave signal recognition
Subject | CSP | CSSP | FBCSP | DFBCSP | SFBCSP | SBLFB | CSP-TSM | SPECTRA (Proposed) |
|---|---|---|---|---|---|---|---|---|
aa | 21.00  ± 5.31 | 17.00  ± 7.34 | 17.14  ± 8.19 | 9.65  ± 5.01 | 18.43  ± 7.45 | 16.79  ± 8.93 | 16.79  ± 6.29 | 10.36  ± 6.10 |
al | 3.86  ± 3.63 | 3.07  ± 3.03 | 1.29  ± 1.18 | 1.00  ± 1.91 | 1.64  ± 1.36 | 1.36  ± 1.23 | 2.14  ± 3.53 | 1.07  ± 2.51 |
av | 28.29  ± 7.46 | 28.86  ± 7.10 | 30.36  ± 8.23 | 31.21  ± 8.92 | 29.93  ± 6.44 | 28.07  ± 8.45 | 24.90  ± 9.10 | 21.67  ± 5.93 |
aw | 10.36  ± 5.10 | 8.43  ± 5.09 | 6.50  ± 4.55 | 4.64  ± 4.75 | 9.29  ± 5.85 | 5.57  ± 4.90 | 4.54  ± 2.80 | 3.93  ± 3.29 |
ay | 3.86  ± 4.11 | 4.29  ± 3.75 | 5.07  ± 4.68 | 8.21  ± 5.06 | 12.79  ± 5.96 | 11.00  ± 6.03 | 3.21  ± 2.53 | 5.71  ± 3.94 |
Average | 13.47  ± 5.18 | 12.33  ± 5.30 | 12.07  ± 5.51 | 10.94  ± 5.13 | 14.14  ± 5.57 | 12.56  ± 6.07 | 10.31  ± 4.85 | 8.55  ± 4.35 |