Key Factors Considered:
- Historical delay patterns for this route (January 2025)
- Weather conditions and severity
- Time of day and peak hours
- Day of week patterns in January
- Hub connections and route complexity
Note: Model accuracy is optimized for January flights based on available training data.
Model Performance
This prediction model uses machine learning to analyze United Airlines flight data and weather conditions to estimate departure delays.
⚠️ Data Limitation: This model is trained on January 2025 United Airlines flight data only. Predictions are most accurate for flights in January.
73.9%
Accuracy (R²)
7.04
RMSE (minutes)
4.69
MAE (minutes)