This repositry contains the machine learning model code.
The two repositories below link to the mobile application that makes use of the ML model.
App frontend (React Native): https://github.com/zeina99/Real-Estate-Price-Prediction-App
App backend (Flask): https://github.com/zeina99/Real-Estate-Price-Prediction-server
- Data was collected from property finder
- Data filtered to only listings in Dubai
- Linear Regression
- Lasso Regression
- Ridge Regression
- Decision Tree Regerssor
- Random Forest Regressor
Performance was evaluated using r2 scores.
Cross validation was used as well.