Research Article
Research on Recognition of Motor Imagination Based on Connectivity Features of Brain Functional Network
Table 4
Average classification accuracies for feature (%).
| Testing set | | S | LH | RH | LF | LH&RH | LH&LF | RH&LF |
| Fold-1 | 98.60 | 86.95 | 88.60 | 90.55 | 83.56 | 82.56 | 82.63 | Fold-2 | 97.56 | 81.37 | 85.67 | 88.56 | 86.68 | 80.89 | 85.59 | Fold-3 | 96.80 | 85.49 | 81.02 | 91.88 | 84.23 | 79.55 | 84.54 | Fold-4 | 97.90 | 82.56 | 82.54 | 88.15 | 80.79 | 85.23 | 79.16 | Fold-5 | 95.42 | 82.89 | 84.56 | 86.96 | 83.21 | 86.01 | 86.72 | Average | 97.26 ± 1.21 | 83.85 ± 2.29 | 84.48 ± 2.92 | 89.22 ± 1.97 | 83.69 ± 2.11 | 82.84 ± 2.76 | 83.73 ± 2.96 |
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