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Disease Prediction on Korean AI Hub dataset (temporal cross-validation (3 folds))
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60.7
F1 Score
STAG-CN
-2.428
13.961
30.35
46.739
Mar 15, 2026
F1 Score
Precision
Recall
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
Precision
Recall
AUROC
STAG-CN
Window=7 days
2026.03
60.7
56.5
66.7
56.3
GCN-only
Layers=2, History=None
2026.03
60.7
56.5
66.7
58.3
Threshold
Type=Rule-based classi...
2026.03
41.8
32.5
66.7
-
Graph WaveNet
Ch=32, layers=2, dilat...
2026.03
27.4
23.2
33.3
10.6
DCRNN
K=2, Ch=32, layers=1
2026.03
27.4
23.2
33.3
14.6
LSTM
layers=2
2026.03
0
0
0
4.2
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