Table 4 Classification AUC and standard deviation comparison between the proposed and baseline features on the PrADG/HEG
From: Predicting probable Alzheimer’s disease using linguistic deficits and biomarkers
Models | AUC(s.d.) |
|---|---|
23-syntactic-lexical-only | 0.80(3.12) |
23-syntactic-lexical-Roark-7 | 0.82(2.98) |
11-t-test-syntactic-lexical-sig. | 0.81(3.05) |
3-MLR-syntactic-lexical-sig. | 0.70(3.71) |
top-combined-1000 | 0.93(1.89) |
top-1000-n-gram-only | 0.91(2.14) |
Orimaye-5-baseline | 0.75(3.43) |
Delira-3-baseline | 0.54(4.06) |
Roark-7-baseline | 0.73(3.53) |