Flight Delay Prediction (Weighted Ensemble)

Enter flight features to get predictions from GradientBoosting, RandomForest, and XGBoost, plus a weighted ensemble result and delay category.

Departure Delay × Congestion Index

Departure Congestion

Block Time Difference (min)

En‑Route Delay (min)

Avg Departure Delay (last 3 flights)

Departure Congestion (3‑hour rolling)

Avg Delay for Route & Hour

Taxi‑In Time ÷ Block Time

Taxi‑Out Time ÷ Block Time

Arrival Congestion (3‑hour rolling)

Month (cosine encoding)

Pressure Change (Dest − Origin)

Wind Speed Change (Dest − Origin)

Arrival Congestion

Month (sine encoding)

Seasonal Wind Category

Season (ordinal)

Distance × Part of Day

Part of Day (ordinal)

Peak Hour Segment Flag

Wind Speed Category (ordinal)

Humidity Category (ordinal)

Precipitation Change (Dest − Origin)

Pressure Category (ordinal)

Distance Bin (ordinal)

Model Predictions

Weighted Ensemble Prediction (minutes)

Delay Category