Table 3 The results of LSVM classifier
Subject | Optimal Channel | LSVM classifier accuracy in up- downward movement hybrid | LSVM classifier accuracy in up- downward movement feature | LSVM classifier accuracy in left- rightward movement hybrid | LSVM classifier accuracy in left- rightward movement feature |
|---|---|---|---|---|---|
1 | 12 | 69 ± 3.8 | 67.1 ± 4.9 | 63.1 ± 2.8 | 62.1 ± 3.6 |
2 | 14 | 73.3 ± 5.4 | 64.4 ± 4.3 | 68.6 ± 3.6 | 60.9 ± 3.2 |
3 | 12 | 66.3 ± 4.3 | 62.1 ± 3.3 | 74.4 ± 5.8 | 65.5 ± 2.8 |