An effective up-sampling approach for breast cancer prediction with imbalanced data: A machine learning model-based comparative analysis

• Tuan Tran ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: tuan.tran@cnsu.edu

  Affiliation College of Pharmacy, California Northstate University, Elk Grove, CA, United States of America

  https://orcid.org/0000-0003-4735-7253

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• Uyen Le,

  Roles Conceptualization, Investigation, Methodology, Visualization, Writing – original draft, Writing – review & editing

  Affiliation College of Pharmacy, California Northstate University, Elk Grove, CA, United States of America

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• Yihui Shi

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

  Affiliation College of Medicine, California Northstate University, Elk Grove, CA, United States of America

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