MixBoost: Synthetic Oversampling with Boosted Mixup for Handling Extreme Imbalance

Anubha Kabra, Ayush Chopra, Nikaash Puri +4

Training a classification model on a dataset where the instances of one class outnumber those of the other class is a challenging problem. Such imbalanced datasets are standard in…