Atrial Fibrillation risk classification on AF prediction dataset 24-month target (train)
0.904Balanced AccuracyFull model
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Full modelprediction horizon=24 months2026.06 | 0.904 | 0.904 | 0.904 | 0.904 | 0.97 | 0.974 | |
| Simple modelprediction horizon=24 months, number of predictors=132026.06 | 0.821 | 0.821 | 0.822 | 0.821 | 0.9 | 0.903 | |
| Linear modelprediction horizon=24 months2026.06 | 0.5 | 0.333 | 0.25 | 0.5 | 0.676 | 0.674 | |
| HAVOCprediction horizon=24 months2026.06 | 0.5 | 0.333 | 0.25 | 0.5 | 0.662 | 0.65 | |
| CHARGE-AFprediction horizon=24 months2026.06 | 0.5 | 0.333 | 0.25 | 0.5 | 0.654 | 0.629 | |
| C2HESTprediction horizon=24 months2026.06 | 0.5 | 0.333 | 0.25 | 0.5 | 0.607 | 0.6 | |
| MHSprediction horizon=24 months2026.06 | 0.5 | 0.333 | 0.25 | 0.5 | 0.689 | 0.65 |