Eco-Transformation of construction: Harnessing machine learning and SHAP for crumb rubber concrete sustainability

Eco-Transformation of construction: Harnessing machine learning and SHAP for crumb rubber concrete sustainability

Researchers have focused their efforts on investigating the integration of crumb rubber as a substitute for conventional aggregates and cement in concrete. Nevertheless, the manufacture of crumb rubber concrete (CRC) has been linked to the release of noxious pollutants, hence presenting potential en...

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Bibliographic Details
Main Authors: Nudrat Habib, Muhammad Saqib, Taoufik Najeh, Yaser Gamil
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Heliyon
Subjects:
Crumb rubber concrete (CRC)
Decision tree (DT)
Random forest (RF)
Shapley additive explanations (SHAP)
Compressive strength (fc’)
Tensile strength (fst)
Online Access:http://www.sciencedirect.com/science/article/pii/S240584402402958X

Internet

http://www.sciencedirect.com/science/article/pii/S240584402402958X

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