Anomaly Detection on CSIC 2010
98.77PrecisionMRG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MRGTime (s/request)=0.00035792026.04 | 98.77 | 70.92 | 82.56 | |
| FT-ANNTime (s/request)=0.00752026.04 | 95.38 | 99.54 | 97.13 | |
| MCDTime (s/request)=0.00212026.04 | 93.82 | 97.74 | 95.72 | |
| DeepSVDDTime (s/request)=0.04862026.04 | 93.81 | 91.26 | 92.35 | |
| Isolation ForestTime (s/request)=0.04802026.04 | 93.23 | 95.38 | 94.19 | |
| CBLOFTime (s/request)=0.00102026.04 | 93.18 | 95.89 | 94.45 | |
| HBOSTime (s/request)=0.01592026.04 | 93.11 | 95.02 | 93.93 | |
| PCATime (s/request)=0.00252026.04 | 93.04 | 95.04 | 93.91 | |
| AutoencoderTime (s/request)=0.06682026.04 | 93.03 | 95.02 | 93.89 | |
| Feature BaggingTime (s/request)=0.93652026.04 | 93.03 | 94.44 | 93.54 | |
| LOFTime (s/request)=0.09092026.04 | 93.01 | 94.49 | 93.5 | |
| KDETime (s/request)=0.38752026.04 | 92.96 | 94.6 | 93.61 | |
| OC-SVMTime (s/request)=0.08482026.04 | 92.95 | 94.59 | 93.6 |