Outlier Detection on Synthetic Transient Mean Shift - Mixed (500, 250)
72.14F1 ScoreIForest
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| IForestcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 72.14 | 1.47 | 87.54 | 63.53 | 0.0878 | |
| VSCOUTcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 59.35 | 3.9 | 63.56 | 61.04 | 19.7218 | |
| Rank-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 48.87 | 0.46 | 92.27 | 33.97 | 0.2057 | |
| VAEcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 29.85 | 4.65 | 39.04 | 28.78 | 3.6811 | |
| RMDPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0.29 | 0.01 | 5.48 | 0.15 | 9.7347 | |
| DF-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0.01 | 5.79 | 0.01 | 0 | 2.9691 | |
| Zamba-CPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0 | 0 | 0 | 0 | 2.1976 |