Runtime Performance on DoS (Anomaly Detection)
2.1Running Time (s)MSTREAM-PCA
Evaluation Results
| Method | Links | |
|---|---|---|
| MSTREAM-PCA2020.09 | 2.1 | |
| MSTREAM-IB2020.09 | 3.7 | |
| MSTREAM-AE2020.09 | 5.1 | |
| MSTREAM2020.09 | 10.4 | |
| MSTREAM-PCA2020.09 | 16.9 | |
| MSTREAM-IB2020.09 | 25.6 | |
| MSTREAM-AE2020.09 | 27.7 | |
| MSTREAM2020.09 | 61.6 | |
| DAlert2020.09 | 333.4 | |
| I-Forest2020.09 | 384.8 | |
| LOF2020.09 | 398.8 | |
| Elliptic2020.09 | 455.8 | |
| RCF2020.09 | 459.4 | |
| I-Forest2020.09 | 3,295.8 | |
| Elliptic2020.09 | 3,371.4 | |
| RCF2020.09 | 4,168.8 | |
| LOF2020.09 | 15,577 |