05 / Instant inference

Predict

Client-side baseline estimates with no model download, server request, or cold start.

These are fast estimates matching the dashboard's default fallback path. They are not presented as the optional trained Random Forest artifacts.

Classifier

What was the activity?

Regressor

How many calories?