Candidate Comparability Before Promotion: Conditional Validation in Adaptive Network Intrusion Detection
Challenger construction and evidence should be controlled, reported and interpreted explicitly when promotion is evaluated, and policy ordering changed with candidate comparability, no policy globally dominated, and earlier compatibility statements for a label-free estimator and a calibrated ensemble narrowed.