ML Model Testing Console

ETA Prediction

Send input parameters to the trained model and observe the predicted dynamic delay in real-time

Pre-configured Simulation Scenarios

Distance from Origin (km)

Day of Week

Sched. Arrival (0–23)

Hist. Avg Delay (min)

Punctuality Distribution

Right Time

Slight Del.

Significant

API Endpoint

POST /api/v1/eta/predict

FastAPI Pipeline

Model Version

eta_model_real_v3.pkl

Gradient Boosted

Latency

—

End-to-end delay

Set features on left, then dispatch prediction.