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Applying Machine Learning Sampling Techniques to Address Data Imbalance in a Chilean COVID-19 Symptoms and Comorbidities Dataset

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number1132
Number of pages21
JournalApplied Sciences (Switzerland)
Volume15
Issue number3
DOIs
Publication statusPublished - Feb 2025

Keywords

  • COVID-19 diagnosis
  • EPIVIGILA system
  • Classification metrics
  • Epidemiological dataset
  • Imbalanced data
  • Machine learning algorithms
  • Sampling methods

ASJC Scopus subject areas

  • General Materials Science
  • Instrumentation
  • General Engineering
  • Process Chemistry and Technology
  • Computer Science Applications
  • Fluid Flow and Transfer Processes

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