Regional Transit Delay Forecaster — Pilot
This ONNX model estimates whether a scheduled bus arrival will exceed the agency's delay threshold. It is approved for the Route 17 weekday pilot only.
Intended use
Dispatch analysts may use the output as an operational alert. It must not be used for employee evaluation, passenger eligibility, or automated service cancellation.
Inputs and outputs
Requests follow schemas/request.schema.json. The runtime returns a delay probability and a binary alert using the threshold recorded in runtime/inference_config.json.
Validation
The release candidate was selected only from candidates with complete documentation, using delay F1, delay MAE, and the disclosed deterministic tie rule.
Limitations
Holiday schedules, severe weather, detours, and routes other than Route 17 were outside the pilot validation scope. Human review remains required.