Wenlan Wei and Zhengchun Shang 2026. An Empirical Evaluation of Oversampling-Ensemble Interactions Under Varying Imbalance Ratios for Tabular Data Classification. Artificial Intelligence and Machine Learning Review . 7, 2 (Apr. 2026), 70–81. DOI:https://doi.org/10.69987/AIMLR.2026.70205.