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Keywords: in-seam drilling
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Proceedings Papers

Paper presented at the SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, November 16–18, 2021
Paper Number: URTEC-208298-MS
..., the precision, recall, and F1 score are 0.85, 0.88, and 0.86, respectively. Thus, XGBoost can effectively distinguish coals from noncoal formations during in-seam drilling. The developed machine learning model has the potential to identify coals and improve drilling efficiency during real-time in-seam drilling...

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