Constrained Classification and Ranking via Quantiles

Alan Mackey, Xiyang Luo, Elad Eban

In most machine learning applications, classification accuracy is not the primary metric of interest. Binary classifiers which face class imbalance are often evaluated by the $F_{\beta }$…