XGBoost Formation Thickness Identification Based on Logging Data

Based on research on the response mechanism of formation and reservoir response to logging curves, 12 logging curves were selected in combination with formation depth characteristics, and 4 algorithms were used to identify the formation and reservoir: logistic regression (LR), support vector machine...

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Bibliographic Details
Main Authors: Weikai Liu, Yanbin Zhao, Mei Yang, Yueqing Xu, Guangming Li, Ziming Feng
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-07-01
Series:Frontiers in Earth Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2022.918384/full