Research Article
Mental Task Classification Scheme Utilizing Correlation Coefficient Extracted from Interchannel Intrinsic Mode Function
Table 3
Overall classification accuracy obtained for subject 3.
| Task | PAR4 [1] | PAR5 [1] | PAR6 [2] | EF8 [8] | EF3 | Proposed |
| MC | 68.42 | 74.91 | 79.82 | 86.32 | 88.25 | 96.32 | MB | 73.16 | 74.56 | 81.40 | 85.79 | 86.49 | 93.68 | ML | 71.58 | 74.39 | 80.70 | 85.96 | 86.32 | 92.46 | MR | 74.74 | 79.47 | 87.89 | 92.63 | 87.89 | 96.49 | CB | 70.53 | 72.98 | 81.05 | 87.89 | 85.26 | 91.23 | CL | 72.81 | 77.19 | 80.35 | 88.60 | 83.68 | 93.16 | CR | 68.60 | 75.44 | 81.40 | 92.63 | 90.00 | 94.91 | BL | 74.39 | 74.56 | 84.21 | 87.54 | 83.68 | 94.91 | BR | 73.86 | 75.96 | 84.21 | 92.28 | 85.61 | 94.74 | LR | 77.89 | 83.33 | 87.54 | 92.98 | 93.33 | 98.42 |
| Avg | 72.60 | 76.28 | 82.86 | 89.26 | 87.05 | 94.63 | Std dev | 2.92 | 3.05 | 2.96 | 3.03 | 2.96 | 2.11 |
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