Table 5.
Percent correct classification for Transition-to-Fatigue and Fatigue for the various features within subjects.
| Subject | 1D spectro_std % | Instant. Median Freq. % | Total Band Power % | New Spectral Index (FI2) % | Wavelet (DB3) % |
|---|---|---|---|---|---|
| 1 | 53.75 | 53.35 | 54.01 | 58.53 | 58.33 |
| 2 | 80.86 | 57.5 | 45.41 | 58.82 | 61.62 |
| 3 | 79.13 | 54.17 | 54.56 | 54.37 | 73.25 |
| 4 | 35.62 | 59.8 | 57.84 | 53.92 | 50.88 |
| 5 | 70.09 | 48.4 | 59.29 | 64.15 | 67.19 |
| 6 | 57.88 | 56.94 | 50.69 | 79.17 | 59.42 |
| 7 | 85.88 | 55.44 | 60.55 | 68.77 | 68.08 |
| 8 | 69.89 | 51.24 | 53.9 | 64.82 | 52.77 |
| 9 | 64.06 | 65.66 | 61.74 | 60.63 | 57.16 |
| 10 | 68.75 | 58.33 | 66.41 | 46.28 | 54.27 |
| AVG | 66.59 | 56.08 | 56.44 | 60.95 | 60.30 |
| STDEV | 14.78 | 4.8 | 6.01 | 9.05 | 7.26 |