An Empirical Study of MAUC in Multi-class Problems with Uncertain Cost Matrices

Rui Wang, Ke Tang

Cost-sensitive learning relies on the availability of a known and fixed cost matrix. However, in some scenarios, the cost matrix is uncertain during training, and re-train a classi…