The performance comparison of the decision tree models on the prediction of seismic gravelly soil liquefaction potential based on dynamic penetration test

The performance comparison of the decision tree models on the prediction of seismic gravelly soil liquefaction potential based on dynamic penetration test

Seismic liquefaction has been reported in sandy soils as well as gravelly soils. Despite sandy soils, a comprehensive case history record is still lacking for developing empirical, semi-empirical, and soft computing models to predict this phenomenon in gravelly soils. This work compiles documentatio...

Full description

Bibliographic Details
Main Authors: Mahmood Ahmad, Badr T. Alsulami, Ahmad Hakamy, Ali Majdi, Muwaffaq Alqurashi, Mohanad Muayad Sabri Sabri, Ramez A. Al-Mansob, Mohd Rasdan Bin Ibrahim
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-07-01
Series:Frontiers in Earth Science
Subjects:
gravelly soil
liquefaction
reduced error pruning tree
random forest
dynamic penetration test
logistic model tree
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2023.1105610/full

Internet

https://www.frontiersin.org/articles/10.3389/feart.2023.1105610/full

Similar Items