Survey of resampling techniques for improving classification performance in unbalanced datasets

Code

• github.com/wpriyadarshani/Resampling_Techniques
  none★ 0
• github.com/nicklimmm/movie-analysis
  tf★ 0

Abstract

A number of classification problems need to deal with data imbalance between classes. Often it is desired to have a high recall on the minority class while maintaining a high precision on the majority class. In this paper, we review a number of resampling techniques proposed in literature to handle unbalanced datasets and study their effect on classification performance.

Tasks

Reproductions