abenezer-solomon/Ethioval

An end-to-end machine learning web app powered by XGBoost and Streamlit to estimate real estate property valuations across Addis Ababa, Ethiopia. # 🏠 EthioVal: Addis Ababa residential property price estimator EthioVal is an end-to-end machine learning web application designed to estimate residential property prices across Addis Ababa, Ethiopia. --- ### 🔑 Key Features * **XGBoost Regression:** Trained model predicting valuations based on subcity location, bedrooms, bathrooms, area ($m^2$), and property type. * **Streamlit Interface:** Interactive web UI for instantaneous property price estimations in Ethiopian Birr (ETB). --- ### 🛠️ Tech Stack * Python, XGBoost, Scikit-Learn, Pandas, Joblib, Streamlit