Data freshness is a schema property: freezing the market price before kickoff
Every prediction is a claim about a world state that does not exist yet, which makes its input side auditable in a way most ML pipelines never face: the feature vector must be reconstructable as of a timestamp strictly earlier than the event. We run a football analytics platform with 209 models and…
Read the full story at DEV Community — Machine Learning ↗
Timeline · 1 report
- 2026-11-12 05:08 · DEV Community — Machine Learning
Data freshness is a schema property: freezing the market price before kickoff