Table 3.
AUC and SNR of ERP in ear-EEG.
Measure | AUC | SNR | ||||||
---|---|---|---|---|---|---|---|---|
Speed | 0 m/s | 0.8 m/s | 1.6 m/s | 2.0 m/s | 0 m/s | 0.8 m/s | 1.6 m/s | 2.0 m/s |
s1 | 0.52 | 0.55 | 0.52 | 0.49 | 1.28 | 0.92 | 1.06 | 0.97 |
s2 | 0.71 | 0.69 | 0.52 | 0.53 | 0.93 | 0.94 | 0.97 | 1.04 |
s3 | 0.66 | 0.57 | 0.57 | 0.54 | 0.77 | 0.92 | 0.86 | 0.97 |
s4 | 0.54 | 0.54 | 0.53 | 0.58 | 1.05 | 1.13 | 0.98 | 0.83 |
s5 | 0.94 | 0.75 | 0.63 | 0.53 | 0.97 | 0.99 | 1.01 | 0.87 |
s6 | 0.86 | 0.70 | 0.65 | 0.51 | 1.20 | 1.17 | 1.09 | 1.04 |
s7 | 0.85 | 0.74 | 0.57 | 0.56 | 1.06 | 1.08 | 1.01 | 1.01 |
s8 | 0.57 | 0.58 | 0.59 | 0.51 | 1.20 | 1.06 | 1.03 | 1.01 |
s9 | 0.81 | 0.76 | 0.70 | 0.60 | 0.93 | 1.01 | 1.01 | 0.95 |
s10 | 0.72 | 0.64 | 0.58 | 0.49 | 0.98 | 0.98 | 0.98 | 0.92 |
s11 | 0.69 | 0.47 | 0.55 | 0.47 | 1.07 | 0.94 | 0.96 | 1.11 |
s12 | 0.64 | 0.60 | 0.56 | 0.54 | 0.98 | 0.94 | 1.00 | 0.97 |
s13 | 0.46 | 0.46 | 0.62 | 0.49 | 0.97 | 1.08 | 1.06 | 1.02 |
s14 | 0.77 | 0.58 | 0.46 | 0.49 | 1.09 | 1.09 | 0.95 | 0.97 |
s15 | 0.76 | 0.56 | 0.51 | 0.55 | 0.97 | 0.97 | 0.94 | 0.96 |
s16 | 0.79 | 0.71 | 0.57 | 0.51 | 1.01 | 1.06 | 1.00 | 0.99 |
s17 | 0.87 | 0.80 | 0.67 | 0.64 | 1.01 | 0.97 | 1.00 | 0.99 |
s18 | 0.51 | 0.68 | 0.58 | — | 0.99 | 1.03 | 0.99 | — |
s19 | 0.72 | 0.69 | 0.73 | — | 0.88 | 1.24 | 0.94 | — |
s20 | 0.51 | 0.41 | 0.58 | — | 2.24 | 1.08 | 0.88 | — |
s21 | 0.69 | 0.64 | 0.52 | — | 0.88 | 1.01 | 0.97 | — |
s22 | 0.88 | 0.68 | 0.55 | — | 0.95 | 1.01 | 0.98 | — |
s23 | 0.80 | 0.69 | 0.56 | — | 0.94 | 0.97 | 0.97 | — |
s24 | 0.90 | 0.73 | 0.64 | — | 0.95 | 0.96 | 0.96 | — |
AVG | 0.72 | 0.63* | 0.58* | 0.53* | 1.06 | 1.02 | 0.98 | 0.98 |
STD | 0.14 | 0.10 | 0.06 | 0.04 | 0.27 | 0.08 | 0.05 | 0.06 |
Asterisk indicates significance levels of 5% between the performance at 0 m/s and corresponding speed.