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Summarized results for five subjects with neural networks (accuracy percentage).
| Delta Band Power | Alpha Band Power | MRCP-Based Feature | RMS | Combined Feature | |
|---|---|---|---|---|---|
| Subject 1 | 72.4 | 78.1 | 84.7 | 79.4 | 80.9 |
| Subject 2 | 75.7 | 72.4 | 71.1 | 82.0 | 71.6 |
| Subject 3 | 74.5 | 78.9 | 78.7 | 71.0 | 75.9 |
| Subject 4 | 66.8 | 66.1 | 68.6 | 74.4 | 71.3 |
| Subject 5 | 66.1 | 70.3 | 63.9 | 61.6 | 62.7 |
| Average | 71.1 ± 3.9 | 73.1 ± 4.8 | 73.4 ± 7.4 | 73.7 ± 7.2 | 72.5 ± 6.0 |
