Outlier Detection on Synthetic LogNormal (n=500, p=150)
99.98F1 ScoreZamba-CP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Zamba-CPRuntime (s)=0.75432026.01 | 99.98 | 0 | 100 | 99.96 | |
| VSCOUTRuntime (s)=6.69382026.01 | 86.12 | 2.06 | 84.44 | 88.2 | |
| IForestRuntime (s)=0.06142026.01 | 81.56 | 0.13 | 98.22 | 70.11 | |
| VAERuntime (s)=1.85312026.01 | 68.33 | 0.24 | 94.86 | 53.95 | |
| Rank-Phase IRuntime (s)=0.10062026.01 | 67.55 | 2.22 | 57.45 | 99.7 | |
| DF-Phase IRuntime (s)=1.57432026.01 | 38.21 | 3.52 | 30.46 | 65.93 | |
| RMDPRuntime (s)=3.59182026.01 | 21.52 | 20.9 | 12.42 | 100 |