Combinatorial machine learning approaches for high-rise building cost prediction and their interpretability analysis

This study focuses on addressing housing gaps in populous southern countries by emphasizing the importance of accurate early cost estimation in construction projects. It compares individual cost prediction models (Decision Tree, BP Neural Network, and Support Vector Machine) with combined prediction...

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Veröffentlicht in:	Journal of Asian architecture and building engineering Jg. 24; H. 4; S. 2817 - 2828
Hauptverfasser:	Liu, Zenghui, Lin, Jing
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Taylor & Francis Group 04.07.2025
Schlagworte:	black box model combinatorial algorithm construction cost partial dependency plot shapely additive method
ISSN:	1346-7581, 1347-2852
Online-Zugang:	Volltext
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