Table 6 Ranking list of the indices selected by LLGMN with partial KLI-based dimensionality reduction
Rank | Removed index | AUC | AUC reduction (%) |
|---|---|---|---|
1 | CPTSRT accuracy | 0.810 | 15.8 |
2 | CPTAX average reaction time | 0.819 | 14.9 |
3 | CPTSRT coefficient of validation | 0.848 | 11.8 |
4 | Digit span backward | 0.854 | 11.2 |
5 | Letter cancellation test | 0.873 | 9.2 |
6 | MMSE: Repetition | 0.875 | 9.1 |
7 | Anxiety score | 0.885 | 8.0 |
8 | CPTX coefficient of validation | 0.887 | 7.8 |
9 | MMSE: Orientation-time | 0.889 | 7.6 |
10 | BIT conventional subtest | 0.901 | 6.3 |
11 | Digit span forward | 0.901 | 6.3 |
12 | Dominant side Left | 0.904 | 6.0 |
13 | RBMT profile | 0.904 | 6.0 |
14 | TMT part A time | 0.934 | 2.9 |
15 | Visual cancellation Kana hit rate | 0.937 | 2.5 |
16 | Depression score | 0.944 | 1.8 |
17 | Dominant side Right | 0.967 | −0.5 |
18 | Copying test | 0.967 | −0.5 |
19 | CPTSRT average reaction time | 0.977 | −1.6 |