A New Strategy of Cost-Free Learning in the Class Imbalance Problem

Xiaowan Zhang, Bao-Gang Hu

In this work, we define cost-free learning (CFL) formally in comparison with cost-sensitive learning (CSL). The main difference between them is that a CFL approach seeks optimal cl…