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Conditional Anomaly Detection on Auto MPG UCI ML (2/3, 1/3 train-test split)
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72.6
Mean Anomaly Agreement Score (AUC)
SoftHAD
35.68
45.265
54.85
64.435
Apr 23, 2026
Apr 25, 2026
Apr 27, 2026
Apr 29, 2026
May 1, 2026
May 3, 2026
May 5, 2026
Mean Anomaly Agreement Score (AUC)
Variance
Updated 28d ago
Evaluation Results
Method
Method
Links
Mean Anomaly Agreement Score (AUC)
Variance
SoftHAD
Number of runs=100, Tr...
2026.04
72.6
1.7
SoftHAD
2026.05
72.6
1.7
QDA
Number of runs=100, Tr...
2026.04
65.9
2.9
QDA
2026.05
65.9
2.9
wk–NN
Number of runs=100, Tr...
2026.04
61.4
2.3
weighted k-NN
2026.05
61.4
2.3
1-class SVM
Number of runs=100, Tr...
2026.04
50.1
3.5
one-class SVM
2026.05
50.1
3.5
SVM
Number of runs=100, Tr...
2026.04
37.1
8.6
SVM
2026.05
37.1
8.6
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