README.md

metadata

title: Project House Prices
emoji: 🚀
colorFrom: red
colorTo: red
sdk: docker
app_port: 8501
tags:
  - streamlit
pinned: false
short_description: Streamlit template space

🏡 House Price Prediction

This Streamlit app predicts house prices using a Random Forest regression model.

📌 Features

• Overall Quality
• Living Area
• Garage Capacity
• Basement Area
• Full Bathrooms
• Year Built
• Neighborhood

🤖 Model

A preprocessing + Random Forest pipeline trained on the Ames Housing dataset.

📊 Performance

RMSE: ~66,655

🚀 Usage

Adjust the house features in the sidebar and click Predict Price.