Is augmentation effective in improving prediction in imbalanced datasets?

G. O. Assunção, Rafael Izbicki, M. O. Prates

January, 2026

Type

Journal article

Publication

Journal of Data Science, 24, 769–784

Data Augmentation Selection Bias Prediction Machine Learning Classification