Atrial Fibrillation prediction on ESUS-AF (test)
0.625AUROCSupervised Hypergraph-based Pre-training
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Supervised Hypergraph-based Pre-trainingML Model=RF2026.03 | 0.625 | 78.4 | 38.4 | 0.374 | |
| Unsupervised Hypergraph-based Pre-trainingML Model=RF2026.03 | 0.62 | 74.7 | 33.1 | 0.321 | |
| Supervised Hypergraph-based Pre-trainingML Model=LR2026.03 | 0.617 | 72.1 | 40.7 | 0.319 | |
| Unsupervised Hypergraph-based Pre-trainingML Model=LR2026.03 | 0.616 | 62.5 | 35.6 | 0.312 | |
| Supervised Hypergraph-based Pre-trainingML Model=GB2026.03 | 0.583 | 75.9 | 24.8 | 0.284 | |
| Unsupervised Hypergraph-based Pre-trainingML Model=GB2026.03 | 0.582 | 74.1 | 31.9 | 0.292 | |
| From ScratchML Model=GB2026.03 | 0.512 | 72.9 | 16.9 | 0.246 | |
| From ScratchML Model=RF2026.03 | 0.494 | 44.1 | 21 | 0.232 | |
| From ScratchML Model=LR2026.03 | 0.489 | 69 | 19.9 | 0.254 |