Method | Authors | AUC | Runtime (ms) | Tasks Attempted (%) |
---|---|---|---|---|
Bionic (Pre-Release) | K. Demetriou, I. Becker, S. Hailes | 0.919 | 12,120.612 | 100.00% |
Baselines - Isolation Forest | K. Demetriou, I. Becker, S. Hailes | 0.854 | 9,665.956 | 100.00% |
Baselines - One Class SVM | K. Demetriou, I. Becker, S. Hailes | 0.766 | 26,475.609 | 71.43% |
Baselines - Robust Covariance | K. Demetriou, I. Becker, S. Hailes | 0.847 | 19.049 | 71.43% |
Baselines - Local Outlier Factor | K. Demetriou, I. Becker, S. Hailes | 0.526 | 3,666.249 | 71.43% |