Table 9.
MKL modelling of the comparison of ‘faces’ vs ‘houses’, based on the HCP atlas
| Region | Area Description | Contribution (%) | Size | ER |
|---|---|---|---|---|
| VMV1_ROI | VentroMedial Visual Area 1 | 52.05 | 143.00 | 180.00 |
| IP0_ROI | Area IntraParietal 0 | 24.92 | 92.00 | 179.00 |
| VMV2_ROI | VentroMedial Visual Area 2 | 10.26 | 54.00 | 170.50 |
| 7PL_ROI | Lateral Area 7P of the superior parietal cortex | 4.91 | 44.00 | 169.00 |
| MST_ROI | Medial Superior Temporal Area | 3.66 | 28.00 | 153.96 |
| IFJa_ROI | Area IFJa (part of the inferior frontal cortex) | 3.31 | 54.00 | 161.08 |
| DVT_ROI | Dorsal Transitional Visual Area | 0.36 | 102.00 | 21.88 |
| PHA2_ROI | ParaHippocampal Area 2 | 0.19 | 60.00 | 14.54 |
| d23ab_ROI | Area dorsal 23 a + b (part of the posterior cingulate cortex) | 0.16 | 71.00 | 14.46 |
| V7_ROI | Seventh Visual Area | 0.07 | 62.00 | 7.29 |
| PGp_ROI | Area PGp (part of the Inferior Parietal Cortex) | 0.05 | 109.00 | 14.46 |
| Ig_ROI | Insular Granular Complex | 0.05 | 61.00 | 21.67 |
| 52_ROI | Area 2 (part of insula and frontal operculum) | 0.03 | 16.00 | 14.50 |
Regions ranked further (i.e. rank >13) have a perfectly null contribution to the model. ER stands for Expected Ranking. The region size is displayed in voxels. The weights were averaged across folds (except for computing ER)