Open AccessUse of Tree-Based Machine Learning Methods for Stratigraphic Classification in 3D Geological Modelling
Author(s) -
Wei Yan,
Zhu Xing,
Jian Chu,
Kangda Wang,
Shifan Wu,
Kiefer Chiam
Publication year - 2021
Publication title -
iop conference series. earth and environmental science
Language(s) - English
Resource type - Journals
eISSN - 1755-1307
pISSN - 1755-1315
DOI - 10.1088/1755-1315/861/7/072039
Subject(s) - boosting (machine learning) , gradient boosting , machine learning , artificial intelligence , computer science , random forest , borehole , decision tree , categorical variable , field (mathematics) , data mining , geology , mathematics , geotechnical engineering , pure mathematics