An Empirical Analysis of the Efficacy of Different Sampling Techniques for Imbalanced Classification

Asif Newaz, Shahriar Hassan, Farhan Shahriyar Haq

Learning from imbalanced data is a challenging task. Standard classification algorithms tend to perform poorly when trained on imbalanced data. Some special strategies need to be a…