Am I overengineering data validation by modeling it as belief + expected cost instead of a classifier?
This story is from 2026-08-29. It is preserved in the archive; the latest stories are on the live feed.
SWE learning probabilistic decision-making. For a data-quality task (is this scraped value safe to publish?) I skipped a classifier and instead: keep a belief over "what went wrong," update it with cheap evidence, then pick accept / repair / get-more-evidence / flag-to-human / reject by *lowest exp…
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- 2026-08-29 16:05 · r/learnmachinelearning
Am I overengineering data validation by modeling it as belief + expected cost instead of a classifier?