Atrial Fibrillation risk classification on AF prediction dataset 24-month target (test)
67.4Balanced AccuracySimple model
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Simple modelprediction horizon=24 months, number of predictors=132026.06 | 67.4 | 54.3 | 56.5 | 67.4 | 72.5 | 22 | |
| Full modelprediction horizon=24 months2026.06 | 65.5 | 56.1 | 56.6 | 65.5 | 73.5 | 23.3 | |
| Linear modelprediction horizon=24 months2026.06 | 50 | 8.3 | 4.5 | 50 | 64.3 | 17.3 | |
| HAVOCprediction horizon=24 months2026.06 | 50 | 47.6 | 45.5 | 50 | 59.6 | 13.6 | |
| CHARGE-AFprediction horizon=24 months2026.06 | 50 | 47.6 | 45.5 | 50 | 59.5 | 13.7 | |
| C2HESTprediction horizon=24 months2026.06 | 50 | 47.6 | 45.5 | 50 | 52.8 | 10.2 | |
| MHSprediction horizon=24 months2026.06 | 50 | 47.6 | 45.5 | 50 | 64 | 14.7 |