Table 3 Error rate (%) of proposed SPECTRA predictor and competing methods for dataset 3
From: SPECTRA: a tool for enhanced brain wave signal recognition
Subject | CSP | CSSP | FBCSP | DFBCSP | SFBCSP | SBLFB | CSP-TSM | SPECTRA (Proposed) |
|---|---|---|---|---|---|---|---|---|
B0103T | 23.19  ± 10.14 | 25.31  ± 9.99 | 19.00  ± 8.47 | 23.25  ± 11.23 | 26.50  ± 9.24 | 25.25  ± 10.33 | 22.50  ± 9.44 | 22.23  ± 12.03 |
B0203T | 41.94  ± 11.04 | 42.94  ± 11.74 | 45.63  ± 11.93 | 40.76  ± 12.45 | 42.75  ± 12.84 | 40.75  ± 11.99 | 39.50  ± 10.43 | 41.02  ± 11.69 |
B0303T | 46.69  ± 9.38 | 48.44  ± 10.82 | 49.13  ± 13.54 | 50.50  ± 12.87 | 44.97  ± 11.65 | 50.68  ± 13.34 | 49.06  ± 11.09 | 47.36  ± 11.97 |
B0403T | 0.75  ± 2.04 | 0.63  ± 0.60 | 1.75  ± 1.61 | 0.75  ± 0.69 | 0.38  ± 0.35 | 0.88  ± 0.73 | 0.75  ± 2.23 | 1.46  ± 2.69 |
B0503T | 17.85  ± 8.70 | 42.25  ± 16.33 | 28.50  ± 8.85 | 25.00  ± 10.71 | 25.02  ± 7.38 | 20.21  ± 10.26 | 17.18  ± 10.25 | 13.78  ± 10.51 |
B0603T | 35.19  ± 11.05 | 23.81  ± 10.94 | 24.38  ± 9.80 | 20.88  ± 10.38 | 20.06  ± 10.70 | 25.12  ± 12.32 | 23.01  ± 9.35 | 19.31  ± 9.44 |
B0703T | 14.50  ± 8.56 | 13.81  ± 8.11 | 15.50  ± 6.83 | 12.13  ± 9.05 | 12.25  ± 7.47 | 11.88  ± 9.39 | 13.81  ± 7.89 | 11.67  ± 6.71 |
B0803T | 13.06  ± 8.43 | 14.50  ± 8.56 | 18.88  ± 11.68 | 11.13  ± 6.95 | 12.38  ± 7.63 | 11.13  ± 8.95 | 11.44  ± 7.95 | 9.79  ± 6.29 |
B0903T | 19.13  ± 9.96 | 17.25  ± 8.66 | 20.88  ± 10.07 | 22.25  ± 10.80 | 25.00  ± 9.62 | 19.38  ± 10.58 | 19.75  ± 9.47 | 15.63  ± 8.65 |
Average | 23.59  ± 8.81 | 25.44  ± 9.67 | 24.85  ± 9.39 | 22.96  ± 9.61 | 23.26  ± 8.67 | 22.81  ± 9.97 | 21.89  ± 8.67 | 20.26  ± 8.89 |