Table 4 The top 17 areas recognized by machine learning with leave-one-out and 5-folds CV
From: Regional brain volume predicts response to methylphenidate treatment in individuals with ADHD
Index of ROI | ROI Label | ROI weight | ROI Size | Expected Ranking |
|---|---|---|---|---|
1 | Vermis 9 | 1.641% | 380 | 2.8 |
2 | Left inferior occipital gyrus | 1.513% | 1963 | 1 |
3 | Left posterior cingulate gyrus | 1.436% | 791 | 4.4 |
4 | Left middle frontal gyrus | 1.374% | 4477 | 4.6 |
5 | Right middle occipital gyrus | 1.355% | 3283 | 2 |
6 | Left putamen | 1.332% | 1637 | 16.8 |
7 | Right cerebellum 9 | 1.292% | 1162 | 18.4 |
8 | Left inferior frontal gyrus, triangular part | 1.291% | 3395 | 10.2 |
9 | Vermis 8 | 1.276% | 471 | 20.6 |
10 | Left supramarginal gyrus | 1.239% | 2505 | 13.2 |
11 | Left inferior parietal gyrus | 1.238% | 4444 | 11.4 |
12 | Right middle frontal gyrus | 1.233% | 4751 | 9.4 |
13 | Right superior occipital gyrus | 1.219% | 1995 | 8.2 |
14 | Left angular gyrus | 1.217% | 2321 | 15.2 |
15 | Left Precuneus | 1.188% | 5647 | 14.8 |
16 | Right median cingulate gyrus | 1.172% | 4432 | 19.8 |
17 | Left cerebellum 3 | 1.169% | 196 | 29.4 |