🏠 California House Price Predictor

📊 Live Demo

Try the app here: https://portfolio-house-predictor.streamlit.app

🎯 Key Results

• R² Score: 0.859 (85.9% explained variance)
• RMSE: $52,800
• Improvement: +49% vs baseline linear model

🛠️ Tech Stack

• Python 3.11
• Streamlit
• Scikit-learn
• XGBoost / LightGBM
• Pandas / NumPy

🚀 Features

• Interactive house price predictions
• Real-time input adjustments
• Model performance metrics display
• Responsive design

📁 Project Structure

├── Home.py # Main app

├── pages/ # Streamlit pages

├── Projects/ # Training code

└── requirements.txt # Dependencies