Outlier Detection on Synthetic Transient Mean Shift t (df=5) (500, 150)
72.81F1 ScoreIForest
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| IForestcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 72.81 | 1.38 | 88.31 | 64.14 | 0.0813 | |
| VSCOUTcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 56.13 | 3.04 | 64.21 | 55.42 | 9.5022 | |
| Rank-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 47.12 | 0.67 | 88.89 | 32.76 | 0.1253 | |
| VAEcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 27.52 | 4.05 | 38.97 | 24.85 | 4.6474 | |
| RMDPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 2.12 | 0.09 | 16.17 | 1.2 | 3.4729 | |
| DF-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0.01 | 5.8 | 0.01 | 0.01 | 1.7584 | |
| Zamba-CPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0 | 0 | 0 | 0 | 0.9073 |