Experimental Comparison of Classification Methods under Class Imbalance
Hui Chen, Mengru Ji · ICST Transactions on Scalable Information Systems · 2021
The class imbalance problem is prevalent in many domains including medical, natural language processing, image recognition, economic and geographic areas etc. We perform a systematic experimental comparison of different imbalance classification algorithms — ranging from sampling, distance