Table 4.
List of Features (Connectivity Values Between Seeds and Brain Areas from the Human Connectome Project Atlas) Used in the Support Vector Machine Prediction Model, Ordered by Normalized Attribute Weights from the Model
| Seed | HCP atlas area | SVM attribute weight |
|---|---|---|
| sgACC | L Area 23d | 1.285 |
| DMN | R Area 5m ventral | 1.0665 |
| DMN | R Area PFcm | 0.9983 |
| L Amygdala | R PreSubiculum | −0.8381 |
| LDLPFC | L Area 1 | −0.8373 |
| sgACC | L Area 2 | 0.7733 |
| R Amygdala | L Area STGa | −0.7497 |
| DMN | L Area 23c | 0.6657 |
| DMN | L Area 7PC | 0.5974 |
| R Amygdala | R Medial IntraParietal area | 0.5053 |
| DMN | L Area IFJa | 0.4971 |
| DMN | R Area 2 | 0.4719 |
| DMN | L Area 8C | 0.2409 |
HCP, Human Connectome Project.