Beyond Imbalance Ratio: Data Characteristics as Critical Moderators of Oversampling Method Selection
arXiv:2604.04541v1 Announce Type: new
Abstract: The prevailing IR-threshold paradigm posits a positive correlation between imbalance ratio (IR) and oversampling effectiveness, yet this assumption remains empirically unsubstantiated through controlled …