K-IPO: Kendall-constrained Importance Preserving Oversampling for Imbalanced Tabular Data

Marios Tyrovolas, Argiris Sofotasios, Dimitris Metaxakis +4

Oversampling is widely used to address class imbalance in tabular classification, but existing methods can distort the feature importance ranking underlying model explanations. Alt…