Model Insights

A blend of classical and deep learning models is employed to enhance the accuracy of home estimates, with ensemble techniques playing a crucial role. The recommendation system has evolved to significantly influence user engagement, now driving nearly a quarter of overall traffic, surpassing traditional saved searches in effectiveness. This shift highlights changing consumer expectations, as users increasingly rely on the platform to intuitively understand their preferences.