AD vs HC classification on EEG AD vs HC (summary)
87.1SRC Balanced AccuracyGeometry-shaped
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Geometry-shapedSelection strategy=acc-tied, margin-selected, Inference method=SRC (OMP-s with s = 30)2026.05 | 87.1 | 0.899 | 2.154 | 99.6 | |
| CE-shapedRepresentation=reference, Inference method=SRC (OMP-s with s = 30)2026.05 | 85.9 | 0.9236 | 9.64 | 98 | |
| Geometry-shapedSelection strategy=avg over grid, Inference method=SRC (OMP-s with s = 30)2026.05 | 85.1 | 0.869 | 5.925 | 88.5 | |
| Raw EEGRepresentation=connectivity features, Inference method=SRC (OMP-s with s = 30)2026.05 | 82.1 | 0.145 | 50.053 | 95.5 |