BMW Price Predictor

BMW Price Prediction Interface

Simulated model using key features (Mileage, Age, Engine Size) and Price per KM logic.

Mileage (KM)

Car Age (Years)

Engine Size (L)

Region North America Europe Asia Middle East South America

Model Series 7 Series (High End) 5 Series (Mid/Executive) X5 (Premium SUV) X1 (Entry SUV) 3 Series (Entry Sedan)

Predicted Price

Enter car details and click 'Predict'.

Running Random Forest Model...

MAE (Temporal Validation)

$531.13

Confirmed accuracy on 2023–2024 unseen data.