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Benchmarks
Outlier Detection on Ionosphere (AUC-ROC and AUC-PRC)
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0.959
AUC-ROC
Local
0.7562
0.80885
0.8615
0.91415
Nov 28, 2025
AUC-ROC
AUC-PRC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC-ROC
AUC-PRC
Local
selection=cross-validated
2025.11
0.959
0.95
FUSE
selection=cross-valida...
2025.11
0.958
0.95
KDE
implementation=scikit-...
2025.11
0.942
0.938
LOF
implementation=scikit-...
2025.11
0.903
0.859
Global
selection=cross-validated
2025.11
0.87
0.875
IF
implementation=scikit-...
2025.11
0.853
0.81
OCSVM
implementation=scikit-...
2025.11
0.764
0.773
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