Table 4.
Graph Features Common in All Five Folds of Cross-Validation in Training the Support Vector Regression Model for Prediction of Neurocognitive Variables
| Clinical variable | Region name | Graph measurement | Average weight of all folds |
|---|---|---|---|
| CVLT T1-5 SS | |||
| R_Parac | BC | 0.3765 | |
| CVLT LDFR SS | |||
| R_Calcar | BC | −0.7813 | |
| BVMT TT SS | |||
| L_Parac | DC | 0.8313 | |
| R_Ang | DC | 0.7903 | |
| BVMT recall SS | |||
| R_MidOrbF | DC | 0.5571 | |
| R_SupOrbF | BC | 0.5283 | |
| R_Precent | BC | −0.7162 |
CVLT T1–5 SS, The California Verbal Learning Test-II assesses learning trial 1, CVLT T1–5 SS, and Long Delay Free Recall CVLT LDFR SS; the Brief Visuospatial Memory Test BVMT TT SS, and BVMT recall SS. List of nodes and their abbreviations are listed in Supplementary Table S1.
BVMT, Brief Visuospatial Memory Test; BVMT recall SS, delayed recall trial, BVMT standard score; BVMT TT SS, trials 1–3 BVMT standard score; SS, standard score.