Disease Prediction on Korean AI Hub dataset (temporal cross-validation (3 folds))
60.7F1 ScoreSTAG-CN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| STAG-CNWindow=7 days2026.03 | 60.7 | 56.5 | 66.7 | 56.3 | |
| GCN-onlyLayers=2, History=None2026.03 | 60.7 | 56.5 | 66.7 | 58.3 | |
| ThresholdType=Rule-based classifier2026.03 | 41.8 | 32.5 | 66.7 | — | |
| Graph WaveNetCh=32, layers=2, dilation={1, 2}, K=22026.03 | 27.4 | 23.2 | 33.3 | 10.6 | |
| DCRNNK=2, Ch=32, layers=12026.03 | 27.4 | 23.2 | 33.3 | 14.6 | |
| LSTMlayers=22026.03 | 0 | 0 | 0 | 4.2 |