Outlier Detection on Synthetic t (df=5) (n=500, p=250)
100F1 ScoreZamba-CP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Zamba-CPRuntime (s)=14.232026.01 | 100 | 0 | 100 | 100 | |
| IForestRuntime (s)=0.08572026.01 | 71.41 | 1.22 | 86.79 | 62.69 | |
| Rank-Phase IRuntime (s)=0.16632026.01 | 64.18 | 2.38 | 54.33 | 95.85 | |
| RMDPRuntime (s)=9.662026.01 | 61.82 | 0.25 | 69.58 | 62.91 | |
| VSCOUTRuntime (s)=19.6592026.01 | 56.12 | 3.15 | 62.5 | 51.91 | |
| VAERuntime (s)=3.63572026.01 | 29.72 | 4.3 | 40.1 | 27.85 | |
| DF-Phase IRuntime (s)=2.57832026.01 | 0 | 5.06 | 0 | 0 |