Introducing the O-Value: A Universal Standardization for Confusion-Matrix-Based Classification Performance Metrics

Ningsheng Zhao, Trang Bui, Jia Yuan Yu +1

Many classification performance metrics exist, each suited to a specific application. However, these metrics often differ in scale and can exhibit varying sensitivity to class imba…