Table 1 Participant-specific and mean RA results of different classifiers
| Â | Â | Classification accuracy(%) | |||
|---|---|---|---|---|---|
Participant | Â | LDA | QDA | SELDA | SEQDA |
P1 | AR | 95.29 | 94.36 | 97.36 | 96.39 |
| Â | FC | 95.30 | 96.65 | 97.12 | 99.29 |
P2 | AR | 92.95 | 88.15 | 93.58 | 92.95 |
| Â | FC | 94.60 | 94.61 | 97.09 | 97.60 |
P3 | AR | 96.23 | 98.02 | 97.14 | 99.44 |
| Â | FC | 98.00 | 97.79 | 98.89 | 99.62 |
P4 | AR | 91.97 | 91.58 | 93.00 | 92.60 |
| Â | FC | 91.83 | 93.49 | 92.49 | 94.26 |
P5 | AR | 90.23 | 90.47 | 91.68 | 92.60 |
| Â | FC | 92.05 | 93.85 | 94.49 | 98.10 |
P6 | AR | 94.17 | 95.34 | 96.62 | 97.09 |
| Â | FC | 94.48 | 95.60 | 96.48 | 98.15 |
P7 | AR | 89.24 | 84.88 | 93.66 | 88.96 |
| Â | FC | 86.61 | 90.88 | 90.79 | 94.53 |
P8 | AR | 93.18 | 96.88 | 93.58 | 98.33 |
| Â | FC | 95.59 | 97.45 | 98.22 | 98.54 |
P9 | AR | 96.75 | 96.32 | 98.24 | 97.18 |
| Â | FC | 97.25 | 98.17 | 98.22 | 99.05 |
P10 | AR | 95.66 | 95.31 | 96.20 | 97.64 |
| Â | FC | 95.08 | 96.17 | 95.45 | 97.04 |
|  | AR | 93.57 ± | 93.13 ± | 95.11 ± | 95.34 ± |
Mean ± std |  | 2.54 | 4.24 | 2.25 | 3.32 |
|  | FC | 94.08 ± | 95.47 ± | 95.67 ± | 97.62 ± |
| Â | Â | 3.26 | 2.28 | 2.52 | 1.87 |