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