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Drift detection on EMBER family-versus-family setting, 2-month fixed windowing, lag k=1 2024
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0.419
Mean Rho (ρ)
Decision tree
0.0654
0.1572
0.249
0.3408
Apr 24, 2026
Mean Rho (ρ)
Median Rho (ρ)
Std Dev Rho (ρ)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Rho (ρ)
Median Rho (ρ)
Std Dev Rho (ρ)
Decision tree
Drift signal=Feature P...
2026.04
0.419
0.403
0.262
Decision tree
Drift signal=Feature C...
2026.04
0.4
0.426
0.246
RIPPER
Drift signal=Feature P...
2026.04
0.329
0.35
0.445
RIPPER
Drift signal=Feature C...
2026.04
0.288
0.251
0.423
Transcendent (ICE)
Drift signal=rejection...
2026.04
0.23
0.149
0.42
Transcendent (CCE)
Drift signal=rejection...
2026.04
0.079
0
0.662
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