Karlson Pfannschmidt

Extreme F-measure Maximization using Sparse Probability Estimates

We consider the problem of (macro) F-measure maximization in the context of extreme multi-label classification (XMLC), i.e., multi-label classification with extremely large label spaces. We investigate several approaches based on recent results on the maximization of complex performance measures in…