Research Article
Improving EEG-Based Motor Imagery Classification for Real-Time Applications Using the QSA Method
Table 5
Accuracy rate to several data sets of channel blocks.
| Data sets | Samples | 384 | 320 | 256 | 192 | 128 | 64 |
| FC5, FC6, P7, P8 | 74.16 | 74.13 | 80.07 | 81.92 | 81.60 | 82.23 | F3, F4, FC5, FC6 | 73.16 | 74.88 | 80.23 | 81.39 | 81.65 | 82.30 | F3, F4, F7, F8 | 73.48 | 73.87 | 79.69 | 81.74 | 81.58 | 82.14 | F3, F4, P7, P8 | 73.47 | 73.92 | 80.06 | 81.68 | 81.87 | 82.33 | AF3, AF4, FC5, FC6 | 74.17 | 74.10 | 80.31 | 81.82 | 81.99 | 82.26 |
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