Research Article
An Improved Refined Composite Multivariate Multiscale Fuzzy Entropy Method for MI-EEG Feature Extraction
Table 5
Comparison with multiple CSP-based feature extraction methods in BCI competition III.
| Reference number | Methods | Subjects | Average results (%) | “aa” | “al” | “av” | “aw” | “ay” |
| [8] | CSP | 79.89 | 97.89 | 70.39 | 92.14 | 92.14 | 86.67 | [8] | FBCSP | 90.39 | 97.82 | 72.54 | 97.21 | 94.54 | 90.50 | [8] | DFBCSP | 90.32 | 98.46 | 75.14 | 97.82 | 95.29 | 91.40 | [8] | SFBCSP | 91.54 | 98.57 | 77.43 | 97.03 | 94.69 | 92.05 | [9] | SWCSP | 94.2 | 99.2 | 78 | 97.7 | 95.6 | 93.0 | This paper | IRCmvMFE | 99.39 | 99.71 | 98.61 | 99.61 | 99.82 | 99.43 |
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