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What Do Machine Learning Models Reveal About Housing Unaffordability in Europe? Implications for Housing Policy Cover

What Do Machine Learning Models Reveal About Housing Unaffordability in Europe? Implications for Housing Policy

Slovak Journal of Civil Engineering
Volume 33 (2025): Issue 4 (December 2025)
By: Janka Zajacova,  Beata Stehlikova and  Maria Zubkova  
Open Access
|Dec 2025

Authors

Janka Zajacova

janka.zajacova@stuba.sk

Dept. of the Humane Sciences, Faculty of Civil Engineering, Slovak University of Technology in Bratislava, Bratislava, Slovak Republic

Beata Stehlikova

Dept. of Economics, Faculty of Economics and Entrepreneurship, Pan-European University in Bratislava, Bratislava, Slovak Republic

Maria Zubkova

Dept. of the Humane Sciences, Faculty of Civil Engineering, Slovak University of Technology in Bratislava, Bratislava, Slovak Republic
DOI: https://doi.org/10.2478/sjce-2025-0026 | Journal eISSN: 1338-3973 | Journal ISSN: 1210-3896
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Language: English
Page range: 42 - 53
Published on: Dec 26, 2025
Published by: Slovak University of Technology in Bratislava
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Housing Cost Overburden Rate,
Random Forest,
SHAP Analysis,
Thresholds,
Housing Policy
Related subjects:
Engineering,
Introductions and overviews,
Engineering, other

© 2025 Janka Zajacova, Beata Stehlikova, Maria Zubkova, published by Slovak University of Technology in Bratislava
This work is licensed under the Creative Commons Attribution 4.0 License.

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