Drift detection on EMBER family-versus-family setting, 2-month fixed windowing, lag k=1 2024
0.419Mean Rho (ρ)Decision tree
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Decision treeDrift signal=Feature Pearson Correlation2026.04 | 0.419 | 0.403 | 0.262 | |
| Decision treeDrift signal=Feature Cosine Similarity2026.04 | 0.4 | 0.426 | 0.246 | |
| RIPPERDrift signal=Feature Pearson Correlation2026.04 | 0.329 | 0.35 | 0.445 | |
| RIPPERDrift signal=Feature Cosine Similarity2026.04 | 0.288 | 0.251 | 0.423 | |
| Transcendent (ICE)Drift signal=rejection rate2026.04 | 0.23 | 0.149 | 0.42 | |
| Transcendent (CCE)Drift signal=rejection rate2026.04 | 0.079 | 0 | 0.662 |