Research Article
Mental Task Classification Scheme Utilizing Correlation Coefficient Extracted from Interchannel Intrinsic Mode Function
Table 4
Overall classification accuracy obtained for subject 4.
| Task | PAR4 [1] | PAR5 [1] | PAR6 [2] | EF8 [8] | EF3 | Proposed |
| MC | 83.95 | 90.53 | 97.63 | 99.47 | 98.42 | 99.74 | MB | 86.84 | 90.53 | 94.74 | 96.84 | 95.00 | 97.11 | ML | 86.05 | 88.42 | 92.89 | 95.00 | 92.89 | 95.79 | MR | 84.21 | 88.95 | 93.95 | 92.63 | 91.32 | 97.11 | CB | 81.58 | 82.37 | 86.58 | 94.21 | 95.26 | 98.16 | CL | 78.16 | 81.58 | 87.63 | 85.79 | 87.89 | 94.21 | CR | 88.68 | 92.89 | 96.32 | 95.26 | 92.63 | 97.11 | BL | 68.16 | 77.63 | 83.95 | 85.26 | 86.58 | 90.53 | BR | 94.47 | 95.26 | 97.11 | 97.89 | 93.95 | 97.63 | LR | 94.47 | 96.05 | 97.37 | 96.05 | 93.16 | 96.84 |
| Avg | 84.66 | 88.42 | 92.82 | 93.84 | 92.71 | 96.42 | Std dev | 7.75 | 6.09 | 4.99 | 4.78 | 3.48 | 2.52 |
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