Enhanced random forest with geologically-informed feature optimization for complex volcanic rock lithology identification: A case study in the Wangfu Fault Depression, Songliao Basin

• Xiu Jin,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing

  Affiliation School of Business Administration, Liaoning Technical University, Huludao, Liaoning, China

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• Taiji Yu ,

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – review & editing

  * E-mail: yutj1988@126.com

  Affiliations College of Safety Science and Engineering, Liaoning Technical University, Huludao, Liaoning, China, College of Earth Sciences, Jilin University, Changchun, Jilin, China

  https://orcid.org/0000-0002-6753-1274

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• Pujun Wang,

  Roles Data curation, Funding acquisition, Resources, Supervision

  Affiliation College of Earth Sciences, Jilin University, Changchun, Jilin, China

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• Minglong Nie,

  Roles Software, Validation

  Affiliation College of Safety Science and Engineering, Liaoning Technical University, Huludao, Liaoning, China

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• Shichang Lu

  Roles Investigation, Visualization

  Affiliation School of Business Administration, Liaoning Technical University, Huludao, Liaoning, China

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