Training and Interpreting Machine Learning Models: Application in Property Tax Assessment

In contrast to the outstanding performance of the machine learning approach, its adoption in industry appears to be relatively slow compared to the speed of its proliferation in a variety of business sectors. The low interpretability of a black-box-type model, such as a machine learning-based valuat...

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Bibliographic Details

Published in:	Real Estate Management and Valuation
Main Author:	Lee Changro
Format:	Article
Language:	English
Published:	Sciendo 2022-03-01
Subjects:	machine learning interpretability neural network partial dependence plot house valuation c13 c45 l85
Online Access:	https://doi.org/10.2478/remav-2022-0002