House Price Prediction
Instantly predict house prices using a machine learning model trained on real estate data. Enter your house features below and get an accurate price estimate.
House Price Prediction API
Predicts the price of a house based on features like area, bedrooms, bathrooms, stories, parking, and amenities. Powered by a trained machine learning model deployed on FastAPI.
- Input: area, bedrooms, bathrooms, stories, parking, mainroad, guestroom, basement, hotwaterheating, airconditioning.
- Output: Predicted price in USD.
- Model: Random Forest Regressor (best RMSE on test set).
- API Endpoint: /predict (POST)