Browsing Research Publications by Subject "Meddage, D. P. P., Ekanayake, I. U., Weerasuriya, A. U., Lewangamage, C. S., Tse, K. T., Miyanawala, T. P., & Ramanayaka, C. D. E. (2022). Explainable Machine Learning (XML) to predict external wind pressure of a low-rise building in urban-like settings. Journal of Wind Engineering and Industrial Aerodynamics, 226, 105027. https://doi.org/10.1016/j.jweia.2022.105027"

Now showing items 1-1 of 1

Explainable machine learning (XML) to predict external wind pressure of a low-rise building in urban-like settings

Meddage, DPP; Ekanayake, IU; Weerasuriya, AU; Lewangamage, CS; Tse, KT; Miyanawala, TP; Ramanayaka, CDE

This study used explainable machine learning (XML), a new branch of Machine Learning (ML), to elucidate how ML models make predictions. Three tree-based regression models, Decision Tree (DT), Random Forest (RF), and Extreme ...

Now showing items 1-1 of 1

Search UoM-IR