Outlier Detection on Synthetic Mixed (n=500, p=150)
99.98F1 ScoreZamba-CP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Zamba-CPRuntime (s)=0.76152026.01 | 99.98 | 0 | 99.96 | 100 | |
| IForestRuntime (s)=0.07782026.01 | 69.21 | 1.68 | 84.05 | 59.91 | |
| Rank-Phase IRuntime (s)=0.10122026.01 | 57 | 2.71 | 48.23 | 85.42 | |
| VSCOUTRuntime (s)=9.53542026.01 | 51.98 | 4.45 | 57.54 | 49.61 | |
| RMDPRuntime (s)=3.6742026.01 | 44.96 | 5.47 | 32.46 | 90.25 | |
| VAERuntime (s)=4.33962026.01 | 29.84 | 4.91 | 38.15 | 27.9 | |
| DF-Phase IRuntime (s)=1.54732026.01 | 0.03 | 5.07 | 0.03 | 0.03 |