Outlier Detection on Synthetic Outlier-Free Mixed Distribution
0.2Avg FPRRMDP
Evaluation results
| Method | Links | |
|---|---|---|
| RMDPDimensionality (p)=2502026.01 | 0.2 | |
| Zamba-CPDimensionality (p)=2502026.01 | 0.21 | |
| RMDPDimensionality (p)=1502026.01 | 0.88 | |
| Zamba-CPDimensionality (p)=1502026.01 | 1.6 | |
| VSCOUTDimensionality (p)=1502026.01 | 4.4 | |
| VSCOUTDimensionality (p)=2502026.01 | 4.6 | |
| DF-Phase IDimensionality (p)=2502026.01 | 4.89 | |
| DF-Phase IDimensionality (p)=1502026.01 | 4.91 | |
| IForestDimensionality (p)=1502026.01 | 5 | |
| IForestDimensionality (p)=2502026.01 | 5 | |
| Rank-Phase IDimensionality (p)=1502026.01 | 5 | |
| Rank-Phase IDimensionality (p)=2502026.01 | 5 | |
| VAEDimensionality (p)=1502026.01 | 6.65 | |
| VAEDimensionality (p)=2502026.01 | 7.33 |