LxCIM: a new rank-based binary classifier performance metric invariant to local exchange of classes

Tiago Brogueira, Mário A. T. Figueiredo

Binary classification is one of the oldest, most prevalent, and studied problems in machine learning. However, the metrics used to evaluate model performance have received comparat…