Novel and Efficient Approximations for Zero-One Loss of Linear Classifiers

Hiva Ghanbari, Minhan Li, Katya Scheinberg

The predictive quality of machine learning models is typically measured in terms of their (approximate) expected prediction accuracy or the so-called Area Under the Curve (AUC). Mi…