Airbnb Price Prediction
Comparing six regression models across ten European cities
Which model best predicts Airbnb listing prices? This project compares six regression models on listings from ten of Europe’s most visited cities. Random Forest performs best, with a test R² of 0.854 against 0.656 for the linear regression baseline.
Predicted vs. actual log price on the test set for each model.
Code on GitHub · Machine Learning course project (CSE 445), North South University, 2024