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A. Pikatza-Huerga

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#machine learning Preprint Sep 2026

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.

Roberto Fernández-Barrios, Iker Pastor-López, A. Pikatza-Huerga et al. · 1 citation

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