Buffered AUC maximization for scoring systems via mixed-integer optimization

Moe Shiina, Shunnosuke Ikeda, Yuichi Takano

A scoring system is a linear classifier composed of a small number of explanatory variables, each assigned a small integer coefficient. This system is highly interpretable and allo…