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

• Published in: Frontiers in earth science (Lausanne) Vol. 11
• Main Authors: Ahmad, Mahmood, Alsulami, Badr T., Hakamy, Ahmad, Majdi, Ali, Alqurashi, Muwaffaq, Sabri Sabri, Mohanad Muayad, Al-Mansob, Ramez A., Bin Ibrahim, Mohd Rasdan
• Format: Journal Article
• Language: English
• Published: Frontiers Media S.A 21.07.2023
• Subjects: dynamic penetration test; gravelly soil; liquefaction; logistic model tree; random forest; reduced error pruning tree

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...