Ranking Regularization for Critical Rare Classes: Minimizing False Positives at a High True Positive Rate

Mohammadi Kiarash, Zhao He, Mengyao Zhai +1

In many real-world settings, the critical class is rare and a missed detection carries a disproportionately high cost. For example, tumors are rare and a false negative diagnosis c…