Equity-Directed Bootstrapping: Examples and Analysis

Harish S. Bhat, Majerle E. Reeves, Sidra Goldman-Mellor

When faced with severely imbalanced binary classification problems, we often train models on bootstrapped data in which the number of instances of each class occur in a more favora…