Model Operations
SIF Model Training
Retrain the SIF scoring model on the live report register, inspect what it learned, and test a narrative against the active version.
bundled model
Active model
No in-app training run yet — the bundled model is scoring reports.
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Retrain
Uses every report in the register except rejected ones.
Training runs server-side: reports are parsed into hazard, barrier, exposure and context entities, then a cross-validated ridge model is fitted over those features. Only HSE officers can publish a version.
Score breakdown tester
Run any narrative through the active engine and see each feature's contribution.
Score a narrative to see the feature-level contributions behind the SIF number.
Version history
Every training run is retained for audit.
No training runs yet.