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Mean classification accuracy achieved by different algorithms using single-source data. The reported results indicate the mean classification rate attained by different algorithms for each data source using the data from all the brain regions included in the AAL brain parcellation.
| Default Mode | Temporal Lobe | GLM | |
|---|---|---|---|
| Composite Kernels | 0.75 | 0.64 | 0.74 |
| Linear SVM | 0.75 | 0.54 | 0.67 |
| Gaussian SVM | 0.75 | 0.62 | 0.75 |
| RFE-SVM | 0.87 | 0.75 | 0.71 |
| RCK | 0.90 | 0.85 | 0.86 |
