Predicting Bulk Average Velocity with Rigid Vegetation in Open Channels Using Tree-Based Machine Learning: A Novel Approach Using Explainable Artificial Intelligence

Predicting the bulk-average velocity (U(B)) in open channels with rigid vegetation is complicated due to the non-linear nature of the parameters. Despite their higher accuracy, existing regression models fail to highlight the feature importance or causality of the respective predictions. Therefore,...

Descripción completa

Detalles Bibliográficos
Autores principales: Meddage, D. P. P., Ekanayake, I. U., Herath, Sumudu, Gobirahavan, R., Muttil, Nitin, Rathnayake, Upaka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9229711/
https://www.ncbi.nlm.nih.gov/pubmed/35746184
http://dx.doi.org/10.3390/s22124398

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9229711/
https://www.ncbi.nlm.nih.gov/pubmed/35746184
http://dx.doi.org/10.3390/s22124398

Ejemplares similares