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A Monte Carlo study on class imbalance in machine learning

Repository for Political Science 904: Statistical Computing semester project, a Monte Carlo study on the relationships between characteristics of the data and various performance metrics for multiple ensemble methods and sampling techniques.

Table of contents

  • docs: Directory containing the proposal and write-ups
  • R: Directory containing R scripts for data generation and analyses
  • data: Directory containing data frames resulting from the study
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