Anomaly Detection on ATRDF 2023
100PrecisionFT-ANN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FT-ANNTime (s/request)=0.00042026.04 | 100 | 100 | 100 | |
| DeepSVDDTime (s/request)=0.03322026.04 | 99.21 | 100 | 99.6 | |
| AutoencoderTime (s/request)=0.05122026.04 | 98.93 | 100 | 99.46 | |
| Feature BaggingTime (s/request)=0.00552026.04 | 98.93 | 100 | 99.46 | |
| Isolation ForestTime (s/request)=0.03072026.04 | 98.93 | 100 | 99.46 | |
| KDETime (s/request)=0.00052026.04 | 98.93 | 100 | 99.46 | |
| LOFTime (s/request)=0.00062026.04 | 98.93 | 100 | 99.46 | |
| OC-SVMTime (s/request)=0.00022026.04 | 98.93 | 100 | 99.46 | |
| PCATime (s/request)=0.00022026.04 | 98.93 | 100 | 99.46 | |
| HBOSTime (s/request)=0.02282026.04 | 98.88 | 100 | 99.44 | |
| MCDTime (s/request)=0.00052026.04 | 98.85 | 100 | 99.42 | |
| CBLOFTime (s/request)=0.00062026.04 | 97.95 | 100 | 98.96 | |
| MRGTime (s/request)=0.00030982026.04 | 97.23 | 95.66 | 96.44 | |
| LMDDTime (s/request)=0.06802026.04 | 82.37 | 18.25 | 29.2 |