Outlier Detection on Synthetic t (df=5) (n=500, p=150)
100F1 ScoreZamba-CP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Zamba-CPRuntime (s)=0.75832026.01 | 100 | 0 | 100 | 100 | |
| IForestRuntime (s)=0.07812026.01 | 69.54 | 1.51 | 84.58 | 60.34 | |
| RMDPRuntime (s)=3.75932026.01 | 64.2 | 1.44 | 56.94 | 81.33 | |
| Rank-Phase IRuntime (s)=0.10122026.01 | 59.55 | 2.59 | 50.38 | 89.25 | |
| VSCOUTRuntime (s)=9.55872026.01 | 51.11 | 3.55 | 58.83 | 46.69 | |
| VAERuntime (s)=4.47012026.01 | 28.32 | 4.28 | 38.46 | 25.73 | |
| DF-Phase IRuntime (s)=1.552026.01 | 0.01 | 5.06 | 0.01 | 0.04 |