...Jan Schmid; He Cheng Purpose The increasing complexities of real estate market forecasting, in combination with the accelerated evolution of Machine Learning (ML) algorithms, necessitates the optimisation of algorithm selection to reduce computational demands and enhance model accuracy. While...