Integrating Unsupervised Clustering and Label-specific Oversampling to Tackle Imbalanced Multi-label Data

Payel Sadhukhan, Arjun Pakrashi, Sarbani Palit +1

There is often a mixture of very frequent labels and very infrequent labels in multi-label datatsets. This variation in label frequency, a type class imbalance, creates a significa…