Outlier Detection on Synthetic Outlier-Free t-distributed (df=5)
0.0044Avg FPRRMDP
Evaluation results
| Method | Links | |
|---|---|---|
| RMDPDimensionality (p)=2502026.01 | 0.0044 | |
| Zamba-CPDimensionality (p)=1502026.01 | 0.0181 | |
| Zamba-CPDimensionality (p)=2502026.01 | 0.0208 | |
| RMDPDimensionality (p)=1502026.01 | 0.0225 | |
| VSCOUTDimensionality (p)=1502026.01 | 0.04 | |
| VSCOUTDimensionality (p)=2502026.01 | 0.042 | |
| DF-Phase IDimensionality (p)=2502026.01 | 0.0488 | |
| DF-Phase IDimensionality (p)=1502026.01 | 0.0489 | |
| IForestDimensionality (p)=1502026.01 | 0.05 | |
| IForestDimensionality (p)=2502026.01 | 0.05 | |
| Rank-Phase IDimensionality (p)=1502026.01 | 0.05 | |
| Rank-Phase IDimensionality (p)=2502026.01 | 0.05 | |
| VAEDimensionality (p)=1502026.01 | 0.0549 | |
| VAEDimensionality (p)=2502026.01 | 0.0579 |