You can use this app to estimate You property price, based on its location, area, built year, number of rooms, level and state.
App is currently hosted on heroku https://property-price.herokuapp.com/
The machine learning model was trained on over 2500 property data scraped form one of the biggest real estate website in Poland. The classifier bases on kNN algorithm and considers 6 features of each property:
- location
- area
- built year
- rooms
- level
- state
To install the app download repo and install packages listed in requirements.txt.
- Scikit-learn
- Flask
- Selenium
- Pandas