Research Article
Mental Task Classification Scheme Utilizing Correlation Coefficient Extracted from Interchannel Intrinsic Mode Function
Table 2
Overall classification accuracy obtained for subject 2.
| Task | PAR4 [1] | PAR5 [1] | PAR6 [2] | EF8 [8] | EF3 | Proposed |
| MC | 69.47 | 76.58 | 83.42 | 82.37 | 80.79 | 93.95 | MB | 78.95 | 86.32 | 91.05 | 83.16 | 84.74 | 93.16 | ML | 70.53 | 83.42 | 87.63 | 90.79 | 88.42 | 95.00 | MR | 71.32 | 79.21 | 90.00 | 85.79 | 82.63 | 92.89 | CB | 74.74 | 80.53 | 92.11 | 82.89 | 84.74 | 92.63 | CL | 64.74 | 75.53 | 89.47 | 91.32 | 92.37 | 93.95 | CR | 68.68 | 73.42 | 87.11 | 79.74 | 84.47 | 93.42 | BL | 71.84 | 79.47 | 86.84 | 87.89 | 89.47 | 94.21 | BR | 76.05 | 79.74 | 86.05 | 85.53 | 84.47 | 91.58 | LR | 71.58 | 80.79 | 84.21 | 88.16 | 85.79 | 95.53 |
| Avg | 71.79 | 79.50 | 87.79 | 85.76 | 85.79 | 93.63 | Std dev | 4.01 | 3.74 | 2.85 | 3.79 | 3.41 | 1.16 |
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