Addressing Imbalance in Multi-Label Data via Label-Specific Distance-based Oversampling

Bin Liu, Jun Wu, Haoyu Peng +4

The complex imbalanced label distribution poses a crucial challenge to multi-label classification, as most classifiers are biased towards the majority class and high-frequent label…