Table 5 Average classification performances of gMSV on the DTI dataset with different single-side views
From: Identifying HIV-induced subgraph patterns in brain networks with side information
Side views | Precision | Recall | F1 |
|---|---|---|---|
Neuropsychological tests | 0.630 | 0.705 | 0.662 |
Flow cytometry | 0.847 | 0.808 | 0.822 |
Plasma luminex | 0.801 | 0.705 | 0.744 |
Freesurfer | 0.664 | 0.632 | 0.644 |
Overall brain microstructure | 0.626 | 0.679 | 0.647 |
Localized brain microstructure | 0.717 | 0.775 | 0.741 |
Brain volumetry | 0.616 | 0.679 | 0.644 |
All side views | 1.000 | 0.951 | 0.974 |