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Binary Anomaly Detection on eICU (5-fold stratified cross-validation)
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0.8448
AUC
XGBoost
0.686096
0.727298
0.7685
0.809702
May 29, 2026
AUC
F1 Score (Macro)
F1 Score (Binary)
Precision
Recall
Accuracy
Updated 2d ago
Evaluation Results
Method
Method
Links
AUC
F1 Score (Macro)
F1 Score (Binary)
Precision
Recall
Accuracy
XGBoost
n_estimators=200, max_...
2026.05
0.8448
56.32
24.78
14.94
72.42
79.1
DEM
explanation tree depth...
2026.05
0.7434
55.86
21.32
13.64
48.77
82.9
EBM
2026.05
0.7403
52.78
7.91
82.47
4.16
95.4
LR
2026.05
0.6922
48.14
15.41
8.84
59.8
68.8
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