Candidate-Fate Accounting for Transparent Sensor Diagnostic Pipeline Search

The paper introduces candidate‑fate accounting, an audit framework for transparent sensor diagnostic pipeline search that records every candidate, including invalid, pruned, or skipped ones, and assigns a terminal fate to each. It enhances traceability by hashing repeated observations, flagging illegal candidates, and documenting budget rationales. Experiments on three bearing‑diagnostic datasets demonstrate that the framework uncovers 30–41 omitted candidates and verifies complete accounting while preserving competitive performance.

Machine-generated by The Flow from the publisher's headline and feed description — not written or checked by a human. The full article lives at arXiv AI.