🌍 Air Quality Prediction

Batched PM2.5 Prediction using XGBoost Regressor with SKLearn

📈 Dominating Features (top 15)

Feature importance

🎯 Weekly Predictions (West)

Forecast West

Hindcast West

🎯 Weekly Predictions (East)

Forecast East

Hindcast East

🎯 Weekly Predictions (Central)

Forecast Central

Hindcast Central

🎯 Weekly Predictions (North)

Forecast North

Hindcast North

🎯 Weekly Predictions (South)

Forecast South

Hindcast South

🎯 Training Predicted versus Real

Hindcast Train South

Hindcast Train West

Hindcast Train East

Hindcast Train Central

Hindcast Train North

ℹ️ About This Project

Input Features: Air Temperature, Wind Speed and Wind Direction

Output: AQI pm2.5