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Outlier Detection on Breastw (AUC-ROC, AUC-PRC)
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99.7
AUC-ROC
Best Unsupervised
47.7
61.2
74.7
88.2
Nov 28, 2025
Dec 1, 2025
Dec 4, 2025
Dec 7, 2025
Dec 10, 2025
Dec 13, 2025
Dec 17, 2025
AUC-ROC
AUC-PRC
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC-ROC
AUC-PRC
Best Unsupervised
source=[9]
2025.12
99.7
99.4
knn
2025.12
99.6
99.1
FUSE
selection=cross-valida...
2025.11
99
97.9
Global
selection=cross-validated
2025.11
98.8
97.6
Local
selection=cross-validated
2025.11
98.7
96.1
IF
implementation=scikit-...
2025.11
98.7
97.1
KDE
implementation=scikit-...
2025.11
98.1
94.8
PaLD
2025.12
96.9
93.3
OCSVM
implementation=scikit-...
2025.11
96.2
90.8
LOF
implementation=scikit-...
2025.11
49.7
35.3
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