Table 3.
The values of the top-ranked features that exert a maximal impact on feature’s importance in the predictive models
| Parameter | Predictor | Mean value (range), mm3 |
|---|---|---|
| MS phenotypes | Normalized WM volume | 0.287 (0.282–0.292) |
| Normalized thalamic volume | 0.0059 (0.0057–0.0062) | |
| Rimless WM lesion volume | 3000 (1090–4910) | |
| Leukocortical lesion volume | 327 (70–584) | |
| Rimless WM lesion volume | 38.5 (22–55) | |
| Normalized intraventricular CSF volume | 0.016 (0.012–0.021) | |
| EDSS progression | Normalized subarachnoid CSF volume | 0.00089 (0.00086–0.00092) |
| Rim lesion volume | 213 (79–347) | |
| Leukocortical lesion volume | 247.8 (202.6–293) | |
| Normalized WM volume | 0.2904 (0.2875–0.2951) | |
| Normalized intraventricular CSF volume | 0.0136 (0.0112–0.0155) | |
| Rim lesion count | 2 (1–3) |