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Point Anomaly Detection on MIMIC-IV (5-fold stratified cross-validation)
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95.24
AUC
LR
88.0848
89.9424
91.8
93.6576
May 29, 2026
AUC
F1 (Macro)
F1 (Binary)
Precision
Recall
Accuracy
Updated 2d ago
Evaluation Results
Method
Method
Links
AUC
F1 (Macro)
F1 (Binary)
Precision
Recall
Accuracy
LR
2026.05
95.24
55.21
14.28
7.77
87.95
92.62
DEM
explanation tree depth...
2026.05
94
57.66
17.88
10.07
79.44
94.91
EBM
2026.05
93.8
66.59
33.46
100
20.15
99.44
XGBoost
n_estimators=200, max_...
2026.05
88.36
52.79
9.54
5.21
57.11
92.43
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