# #classification

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Page: https://videotomd.com/t/classification/
Briefs: 4

- [Share classification across warning and stop gates](https://videotomd.com/b/text-local-scope-preflight-and-stop-classifiers-together-013a01ef9967/index.md): Use one classifier so advance warnings and final enforcement cannot disagree.
- [Classify Off-Market Listing Transitions](https://videotomd.com/b/text-local-classify-off-market-listing-transitions-6cbd8e7f4e67/index.md): Resolve listing departures without mistaking pending closures or old sales for current outcomes.
- [Build a Shared Cron Failure Classifier](https://videotomd.com/b/text-local-deterministic-cron-failure-classifier-3abfc98ff31d/index.md): Turn log tails into consistent classes and guarded suggestions without model calls.
- [Classify Tier Divergence Deterministically](https://videotomd.com/b/text-local-classify-mixed-tier-market-direction-a2452dc6ee23/index.md): Combine spread and lower-tier changes while preventing upper-tier growth from overriding weakness.