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Estifanos Abera

1 paper indexed

openalexZenodo (CERN European Organization for Nuclear Research)2026-07-24

Comparing Machine Learning Approaches for Ethiopian Real Estate Price Prediction

Estifanos Abera

This paper compares four machine learning models for predicting residential property prices in Addis Ababa, Ethiopia. The models tested are Linear Regression, Ridge Regression, Random Forest, and Gradient Boosting, evaluated using MAE, RMSE, R2, and 5-fold cross-validation. The s…

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