QC-SMOTE: Quality-Controlled SMOTE for Imbalanced Classification

Parth Upman, Shreyank N Gowda

Class imbalance poses a significant challenge in classification, where existing methods such as SMOTE often generate low-quality synthetic samples in regions with noise or class ov…