Outlier Detection on Synthetic Transient Mean Shift Normal (500, 150)
79.65F1 ScoreIForest
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| IForestcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 79.65 | 0.41 | 96.52 | 70.22 | 0.0684 | |
| VSCOUTcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 65.07 | 2.12 | 74.6 | 63.94 | 7.0242 | |
| Rank-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 53.03 | 0 | 100 | 36.87 | 0.125 | |
| VAEcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 32.25 | 3.89 | 43.27 | 30.57 | 2.1077 | |
| RMDPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0.26 | 0 | 5.11 | 0.13 | 3.5257 | |
| DF-Phase Icontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0 | 5.8 | 0 | 0 | 1.7906 | |
| Zamba-CPcontamination_levels=gamma in {0.10, 0.15, 0.20}2026.01 | 0 | 0 | 0 | 0 | 0.9052 |