Convex Calibrated Surrogates for the Multi-Label F-Measure

Mingyuan Zhang, Harish G. Ramaswamy, Shivani Agarwal

The F-measure is a widely used performance measure for multi-label classification, where multiple labels can be active in an instance simultaneously (e.g. in image tagging, multipl…