Class imbalance remains a critical challenge in machine learning, as it often leads to biased predictions where algorithms disproportionately favor the majority class, resulting in the ...

Several issues are there to prevent the traditional classifiers from getting an acceptable performance level while learning from multi-class problems. One of the main problems is the unequal ...