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Raphaël Minato

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#machine learning Preprint Oct 2026

The Blind Spot Paradox: When Adaptive Classifiers Defeat Drift Detectors

Monitoring concept drift from an adaptive classifier's error stream creates an operational conflict with the model's own update loop. When internal adaptation outpaces evidence accumulation, accuracy recovers before cumulative detectors (CUSUM, Page-Hinkley) can reach threshold. Instrumenting an Adaptive Random Forest...

Raphaël Minato, Fabrice Popineau, Arpad Rimmel et al. · 0 citations