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Comparison of the 10-fold cross-validation results using different features before and after channel optimization.
| Time-domain feature | FC feature | Wavelet feature | |
|---|---|---|---|
| Accuracy | 76.50/86.50% (8) | 66.00/85.00% (19) | 74.00/87.00% (16) |
| Sensitivity | 83.00/86.00% | 66.00/84.00% | 86.00/94.00% |
| Specificity | 70.00/87.00% | 66.00/86.00% | 62.00/80.00% |
The data were organized as: result with 52 channels/the best result by channel optimization, with the number of channels in the parathesis.
