Application of Machine Learning Model in Shale TOC Content Prediction Based on Well Log Data: Enhancing Model Interpretability by SHAP

Ruibin Chen, Xinyu Liu, Sandong Zhou, Weixin Zhang, Hang Liu,Detian Yan,Hua Wang

Earth Science Informatics（2025）

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Shale,Total organic carbon,Well log,Machine learning,SHapley additive exPlanations

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