Boosting the Accuracy of Commercial Real Estate Appraisals: An Interpretable Machine Learning Approach.

In this article, we examine the accuracy and bias of market valuations in the U.S. commercial real estate sector using properties included in the NCREIF Property Index (NPI) between 1997 and 2021 and assess the potential of machine learning algorithms (i.