Table 3.
List of Features (Connectivity Values Between Seeds and Brain Areas from the Automated Anatomical Labeling Atlas) Used in the Support Vector Machine Prediction Model Ordered by Normalized Attribute Weights from the Model
| Seed | AAL area | SVM attribute weight |
|---|---|---|
| DMN | L IFG (pars opercularis) | 0.9906 |
| R DLPFC | R Mid cingulum | 0.8846 |
| L Amygdala | R Hippocampus | −0.8647 |
| R DLPFC | L Parahippocampal gyrus | 0.8394 |
| DMN | L Middle cingulate area | 0.7858 |
| sgACC | L Postcentral gyrus | 0.783 |
| L Amygdala | R Cerebellum lobule IV, V | −0.7769 |
| DMN | L IPL | 0.7289 |
| sgACC | L Superior frontal gyrus | −0.6393 |
| R DLPFC | L Superior parietal lobule | 0.5375 |
| DMN | R Hippocampus | −0.3475 |
| R Amygdala | R Superior parietal lobule | 0.1328 |
| DMN | R Middle cingulate area | −0.106 |
AAL, Automated Anatomical Labeling; DMN, default mode network; SVM, support vector machine.