Table 4 Average prediction accuracy (%) after conducting 25 tests each for 15 participants with 5 sessions using CSP and LDA (train 20%, test 80%)
Count | Participant no. | Pre-resting/LKM self | Pre-resting/LKM others | Pre-resting/post-resting | LKM self/LKM others | Post-resting/LKM self | Post-resting/LKM other |
|---|---|---|---|---|---|---|---|
1 | 1 | 79.7 ± 3.8 | 86.6 ± 2.7 | 90.7 ± 4.8 | 68.9 ± 4.3 | 82.2 ± 5.8 | 82.4 ± 2.8 |
2 | 3 | 91.2 ± 4.5 | 90.0 ± 4.0 | 92.7 ± 4.3 | 66.9 ± 4.2 | 79.4 ± 5.7 | 72.7 ± 6.8 |
3 | 7 | 82.0 ± 2.4 | 78.9 ± 3.1 | 68.2 ± 4.2 | 78.8 ± 2.5 | 66.7 ± 1.1 | 72.7 ± 2.3 |
4 | 8 | 86.2 ± 1.2 | 86.5 ± 1.6 | 90.8 ± 1.3 | 79.6 ± 5.3 | 84.6 ± 3.0 | 75.8 ± 3.4 |
5 | 11 | 80.8 ± 5.8 | 78.9 ± 5.2 | 86.6 ± 3.3 | 78.9 ± 1.4 | 79.3 ± 3.5 | 83.9 ± 1.3 |
6 | 12 | 80.2 ± 1.3 | 85.4 ± 3.9 | 81.1 ± 2.6 | 86.0 ± 2.9 | 81.5 ± 6.2 | 84.2 ± 2.5 |
7 | 14 | 78.9 ± 3.4 | 80.0 ± 2.0 | 88.4 ± 6.1 | 64.8 ± 4.0 | 72.2 ± 4.2 | 73.9 ± 6.6 |
8 | 37 | 68.5 ± 4.4 | 79.7 ± 1.6 | 75.9 ± 3.2 | 67.8 ± 3.7 | 76.5 ± 2.1 | 69.6 ± 6.4 |
9 | 38 | 78.1 ± 4.8 | 90.3 ± 3.6 | 91.0 ± 3.5 | 77.5 ± 2.9 | 80.8 ± 4.7 | 84.2 ± 4.8 |
10 | 39 | 90.6 ± 3.0 | 91.0 ± 2.7 | 81.8 ± 6.5 | 84.5 ± 6.6 | 75.6 ± 3.1 | 75.7 ± 3.9 |
11 | 41 | 89.7 ± 3.1 | 82.4 ± 7.3 | 89.5 ± 3.4 | 84.8 ± 2.9 | 84.8 ± 5.5 | 80.7 ± 4.8 |
12 | 42 | 79.7 ± 3.3 | 80.7 ± 4.0 | 85.2 ± 3.1 | 65.3 ± 3.2 | 75.7 ± 5.1 | 69.5 ± 2.4 |
13 | 43 | 83.2 ± 6.0 | 85.3 ± 5.9 | 79.7 ± 3.5 | 76.9 ± 4.9 | 68.9 ± 5.2 | 71.0 ± 4.7 |
14 | 44 | 83.2 ± 5.1 | 75.4 ± 6.9 | 86.7 ± 4.2 | 76.3 ± 4.1 | 74.7 ± 5.7 | 83.2 ± 3.4 |
15 | 45 | 78.6 ± 3.2 | 89.3 ± 1.4 | 90.0 ± 2.9 | 71.0 ± 5.1 | 80.9 ± 5.0 | 72.8 ± 5.9 |
Mean accuracy | 82.0 | 84.0 | 85.2 | 75.2 | 77.6 | 76.8 | |